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Thomas Lukasiewicz : Publications

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@inproceedings{FOBL-ICLR-2024,
  title = "The IMO Small Challenge: First IMO Dataset for LLMs",
  author = "Simon Frieder and Mirek Olšák and Julius Berner and Thomas Lukasiewicz",
  year = "2024",
  booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Tiny Papers Track, Vienna, Austria, 7--11 May 2024",
  month = "May",
}
@inproceedings{SDCLG-ICLR-2024,
  title = "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data",
  author = "Mihaela Catalina Stoian and Salijona Dyrmishi and Maxime Cordy and Thomas Lukasiewicz and Eleonora Giunchiglia",
  year = "2024",
  booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Vienna, Austria, 7--11 May 2024",
  month = "May",
}
@inproceedings{SSYMSEXBL-ICLR-2024,
  title = "A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks",
  author = "Tommaso Salvatori and Yuhang Song and Yordan Yordanov and Beren Millidge and Lei Sha and Cornelius Emde and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2024",
  booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Vienna, Austria, 7--11 May 2024",
  month = "May",
}
@article{KJL-AIJ-2024,
  title = "Pre-training and Diagnosing Knowledge Base Completion Models",
  author = "Vid Kocijan and Myeongjun Jang and Thomas Lukasiewicz",
  year = "2024",
  journal = "Artificial Intelligence",
  month = "April",
  number = "104081",
  url = "https://doi.org/10.1016/j.artint.2024.104081",
  volume = "329",
}
@inproceedings{LM-AAAI-2024,
  title = "Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2024",
  booktitle = "Proceedings of the 38th AAAI Conference on Artificial Intelligence‚ AAAI 2024‚ Vancouver‚ BC‚ Canada‚ February 22 – 25‚ 2024",
  month = "February",
  publisher = "AAAI Press",
}
@article{ML-PR-2023,
  title = "Minimum Description Length Clustering to Measure Meaningful Image Complexity",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2024",
  journal = "Pattern Recognition",
  month = "January",
  number = "109889",
  url = "https://doi.org/10.1016/j.patcog.2023.109889",
  volume = "145",
}
@article{Collinsetal-PNAS-2024,
  title = "Evaluating Language Models for Mathematics through Interactions",
  author = "Katherine M. Collins and Albert Jiang and Simon Frieder and Lionel Wong and Miri Zilka and Umang Bhatt and Thomas Lukasiewicz and Yuhuai Wu and Joshua B. Tenenbaum and William Hart and Timothy Gowers and Wenda Li and Adrian Weller and Mateja Jamnik",
  year = "2024",
  journal = "PNAS",
  note = "In press.",
}
@article{GTSL-IJA-2024,
  title = "CCN+: A Neuro-symbolic Framework for Deep Learning with Requirements  ",
  author = "Eleonora Giunchiglia and Alex Tatomir and Mihaela Catalina Stoian and Thomas Lukasiewicz",
  year = "2024",
  journal = "International Journal of Approximate Reasoning",
  note = "In press.",
  url = "https://doi.org/10.1016/j.ijar.2024.109124",
}
@article{SMSLXB-NN-2023,
  title = "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropagation",
  author = "Yuhang Song and Beren Millidge and Tommaso Salvatori and Thomas Lukasiewicz and Zhenghua Xu and Rafal Bogacz",
  year = "2024",
  journal = "Nature Neuroscience",
  url = "https://doi.org/10.1038/s41593-023-01514-1",
}
@inproceedings{SMSBL-ECAI-2023,
  title = "Associative Memories in the Feature Space",
  author = "Tommaso Salvatori and Beren Millidge and Yuhang Song and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 26th European Conference on Artificial Intelligence‚ ECAI 2023‚ Kraków, Poland‚ September 30 – October 5‚ 2023",
  month = "September",
  publisher = "IOS Press",
}
@inproceedings{2023-LMM-KR,
  title = "Complexity of Inconsistency-Tolerant Query Answering in Datalog+/-- under Preferred Repairs",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2023",
  booktitle = "Proceedings of 20th International Conference on Principles of Knowledge Representation and Reasoning‚ KR 2023‚ Rhodes‚ Greece‚ September 2−8‚ 2023",
  editor = "Pierre Marquis and Tran Cao Son",
  month = "September",
  publisher = "AAAI Press",
}
@article{XYZCGLL-TNSE-2023,
  title = "PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention",
  author = "Xu, Zhenghua and Yu, Zhoutao and Zhang, Hexiang and Chen, Junyang and Gu, Junhua and Lukasiewicz, Thomas and Leung, Victor",
  year = "2023",
  journal = "IEEE Transactions on Network Science and Engineering",
  month = "August",
  url = "https://doi.org/10.1109/TNSE.2023.3300744",
}
@inproceedings{SGL-NeSy-2023,
  title = "Exploiting T-norms for Deep Learning in Autonomous Driving",
  author = "Mihaela Catalina Stoian and Eleonora Giunchiglia and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, NeSy 2023, La Certosa di Pontignano, Siena, Italy, 3--5 July 2023",
  editor = "Artur S. d'Avila Garcez and Tarek R. Besold and Marco Gori and Ernesto Jiménez-Ruiz",
  month = "July",
  pages = "369--380",
}
@inproceedings{JMMLC-ACL-2023,
  title = "KNOW How to Make Up Your Mind! Adversarially Detecting and Remedying Inconsistencies in Natural Language Explanations",
  author = "Myeongjun Jang and Bodhisattwa Prasad Majumder and Julian McAuley and Thomas Lukasiewicz and Oana-Maria Camburu",
  year = "2023",
  booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics‚ ACL 2023‚ Toronto, Canada, July 9--14‚ 2023",
  month = "July",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{XL-ACL-2023,
  title = "An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models",
  author = "Zhongbin Xie and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics‚ ACL 2023‚ Toronto, Canada, July 9--14‚ 2023",
  month = "July",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{ACLLSA-ACL-2023,
  title = "Faithfulness Tests for Natural Language Explanations",
  author = "Pepa Atanasova and Oana-Maria Camburu and Christina Lioma and Thomas Lukasiewicz and Jakob Grue Simonsen and Isabelle Augenstein",
  year = "2023",
  booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics‚ ACL 2023‚ Toronto, Canada, July 9--14‚ 2023",
  month = "July",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{WMHPL-ICML-2023,
  title = "NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation",
  author = "Jianfeng Wang and Daniela Massiceti and Xiaolin Hu and Vladimir Pavlovic and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 40th International Conference on Machine Learning‚ ICML 2023‚ Hawaii‚ USA‚ 23−29 July 2023",
  month = "July",
}
@article{YUAN2023106963,
  title = "μ-Net: Medical image segmentation using efficient and effective deep supervision",
  author = "Di Yuan and Zhenghua Xu and Biao Tian and Hening Wang and Yuefu Zhan and Thomas Lukasiewicz",
  year = "2023",
  issn = "0010-4825",
  journal = "Computers in Biology and Medicine",
  keywords = "Medical image segmentation, Deep supervised learning, Similarity principle of deep supervision, Tied-weight decoder",
  month = "June",
  pages = "106963",
  url = "https://doi.org/10.1016/j.compbiomed.2023.106963",
  volume = "160",
}
@article{GSKCL-ML-2022,
  title = "ROAD-R: The Autonomous Driving Dataset with Logical Requirements",
  author = "Eleonora Giunchiglia and Mihaela Catalina Stoian and Salman Khan and Fabio Cuzzolin and Thomas Lukasiewicz",
  year = "2023",
  journal = "Machine Learning",
  month = "May",
  url = "https://doi.org/10.1007/s10994-023-06322-z",
}
@inproceedings{XKLC-EACL-2023,
  title = "Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns",
  author = "Zhongbin Xie and Vid Kocijan and Thomas Lukasiewicz and Oana-Maria Camburu",
  year = "2023",
  booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, 2--6 May 2023",
  month = "May",
  pages = "3761--3773",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2023.eacl-main.272/",
}
@inproceedings{MSSLR-ICLRb-2023,
  title = "Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning",
  author = "Beren Millidge and Yuhang Song and Tommaso Salvatori and Thomas Lukasiewicz and Rafal Bogacz",
  year = "2023",
  booktitle = "Proceedings of the 11th International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, 1--5 May 2023",
  month = "May",
  publisher = "OpenReview.net",
  url = "https://openreview.net/forum?id=nIMifqu2EO",
}
@inproceedings{MSSLR-ICLRa-2023,
  title = "A Theoretical Framework for Inference and Learning in Predictive Coding Networks",
  author = "Beren Millidge and Yuhang Song and Tommaso Salvatori and Thomas Lukasiewicz and Rafal Bogacz",
  year = "2023",
  booktitle = "Proceedings of the 11th International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, 1--5 May 2023",
  month = "May",
  publisher = "OpenReview.net",
  url = "https://openreview.net/forum?id=ZCTvSF_uVM4",
}
@article{Tang2022.11.09.515747,
  title = "Recurrent predictive coding models for associative memory employing covariance learning",
  author = "Tang, Mufeng and Salvatori, Tommaso and Millidge, Beren and Song, Yuhang and Lukasiewicz, Thomas and Bogacz, Rafal",
  year = "2023",
  journal = "PLOS Computational Biology",
  month = "April",
  number = "4",
  pages = "e1010719",
  url = "https://doi.org/10.1371/journal.pcbi.1010719",
  volume = "19",
}
@article{YUAN2023106487,
  title = "Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing",
  author = "Di Yuan and Yunxin Liu and Zhenghua Xu and Yuefu Zhan and Junyang Chen and Thomas Lukasiewicz",
  year = "2023",
  issn = "0010-4825",
  journal = "Computers in Biology and Medicine",
  keywords = "Homogenized automatic pre-processing, Deep reinforcement learning, Medical image analysis, Policy gradient, Pediatric pneumonia classification",
  month = "February",
  pages = "106487",
  url = "https://doi.org/10.1016/j.compbiomed.2022.106487",
  volume = "153",
}
@article{XLLZCL-FBB-2023,
  title = "PAC-Net: Multi-Pathway FPN with Position Attention Guided Connections and Vertex Distance IoU for 3D Medical Image Detection",
  author = "Zhenghua Xu and Tianrun Li and Yunxin Liu and Yuefu Zhan and Junyang Chen and Thomas Lukasiewicz",
  year = "2023",
  journal = "Frontiers in Bioengineering and Biotechnology",
  month = "February",
  pages = "1049555",
  url = "https://doi.org/10.3389/fbioe.2023.1049555",
  volume = "11",
}
@article{SCL-AIJ-2022,
  title = "Rationalizing Predictions by Adversarial Information Calibration",
  author = "Lei Sha and Oana-Maria Camburu and Thomas Lukasiewicz",
  year = "2023",
  journal = "Artificial Intelligence",
  month = "February",
  pages = "103828",
  url = "https://doi.org/10.1016/j.artint.2022.103828",
  volume = "315",
}
@article{FBPL-IMN-2023,
  title = "Large Language Models for Mathematicians",
  author = "Simon Frieder and Julius Berner and Philipp Petersen and Thomas Lukasiewicz",
  year = "2023",
  journal = "International Mathematical News",
  month = "December",
  pages = "1--20",
  volume = "254",
}
@article{AIJ-KDLMM-2023,
  title = "The Defeat of the Winograd Schema Challenge",
  author = "Vid Kocijan and Ernest Davis and Thomas Lukasiewicz and Gary Marcus and Leora Morgenstern",
  year = "2023",
  journal = "Artificial Intelligence",
  month = "December",
  number = "103971",
  url = "https://doi.org/10.1016/j.artint.2023.103971",
  volume = "325",
}
@inproceedings{JL-EMNLPb-2023,
  title = "Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary",
  author = "Myeongjun Erik Jang and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing‚ EMNLP 2023, Singapore, December 6-10, 2023",
  month = "December",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{JL-EMNLPa-2023,
  title = "Consistency Analysis of ChatGPT",
  author = "Myeongjun Erik Jang and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing‚ EMNLP 2023, Singapore, December 6-10, 2023",
  month = "December",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{FPCGSLPB-NeurIPS-2023,
  title = "Mathematical Capabilities of ChatGPT",
  author = "Simon Frieder and Luca Pinchetti and Alexis Chevalier and Ryan-Rhys Griffiths and Tommaso Salvatori and Thomas Lukasiewicz and Philipp Christian Petersen and Julius Berner",
  year = "2023",
  booktitle = "Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 3, NeurIPS Datasets and Benchmarks 2023, December 2023",
  month = "December",
}
@article{LMSRHCLR-2022,
  title = "Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records",
  author = "Yikuan Li and Mohammad Mamouei and Gholamreza Salimi-Khorshidi and Shishir Rao and Abdelaali Hassaine and Dexter Canoy and Thomas Lukasiewicz and Kazem Rahimi",
  year = "2023",
  journal = "IEEE Journal of Biomedical and Health Informatics",
  month = "November",
  number = "2",
  pages = "1106--1117",
  url = "https://doi.org/10.1109/JBHI.2022.3224727",
  volume = "27",
}
@article{ZZTLX-MIA-2022,
  title = "Multi-Modal Contrastive Mutual Learning and Pseudo-Label Re-Learning for Semi-Supervised Medical Image Segmentation",
  author = "Shuo Zhang and Jiaojiao Zhang and Biao Tian and Thomas Lukasiewicz and Zhenghua Xu",
  year = "2023",
  journal = "Medical Image Analysis",
  month = "January",
  pages = "102656",
  url = "https://doi.org/10.1016/j.media.2022.102656",
  volume = "83",
}
@article{XXWCQL-TNNLS-2023,
  title = "Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty",
  author = "Xu, Zhenghua and Xu, Wenting and Wang, Ruizhi and Chen, Junyang and Qi, Chang and Lukasiewicz, Thomas",
  year = "2023",
  journal = "IEEE Transactions on Neural Networks and Learning Systems",
  note = "Accepted for publication",
  url = "https://arxiv.org/abs/2210.13729",
}
@article{XTLWYGCLL-TNSE-2023,
  title = "Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation",
  author = "Zhenghua Xu and Biao Tian and Shijie Liu and Xiangtao Wang and Di Yuan and Junhua Gu and Junyang Chen and Thomas Lukasiewicz and Victor C. M. Leung",
  year = "2023",
  journal = "IEEE Transactions on Network Science and Engineering",
  number = "2",
  pages = "1857--1871",
  url = "https://doi.org/10.1109/TNSE.2023.3332810",
  volume = "11",
}
@article{SL-TACL-2023,
  title = "Text attribute control via closed-loop disentanglement",
  author = "Lei Sha and Thomas Lukasiewicz",
  year = "2023",
  journal = "Transactions of the Association for Computational Linguistics (TACL)",
  note = "Accepted for publication",
}
@article{YU2023107632,
  title = "RIRGAN: An end-to-end lightweight multi-task learning method for brain MRI super-resolution and denoising",
  author = "Miao Yu and Miaomiao Guo and Shuai Zhang and Yuefu Zhan and Mingkang Zhao and Thomas Lukasiewicz and Zhenghua Xu",
  year = "2023",
  issn = "0010-4825",
  journal = "Computers in Biology and Medicine",
  keywords = "Multi-task learning, Super-resolution and denoising, Medical image analysis, Generative adversarial network",
  pages = "107632",
  url = "https://doi.org/10.1016/j.compbiomed.2023.107632",
  volume = "167",
}
@article{15844,
  title = "Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation",
  author = "Jiaojiao Zhang and Shuo Zhang and Xiaoqian Shen and Thomas Lukasiewicz and Zhenghua Xu",
  year = "2023",
  journal = "IEEE Transactions on Medical Imaging",
}
@article{XU2023107149,
  title = "EFPN: Effective medical image detection using feature pyramid fusion enhancement",
  author = "Zhenghua Xu and Xudong Zhang and Hexiang Zhang and Yunxin Liu and Yuefu Zhan and Thomas Lukasiewicz",
  year = "2023",
  issn = "0010-4825",
  journal = "Computers in Biology and Medicine",
  keywords = "Medical image detection, Enhanced feature pyramid network, Deep and diverse multi-scale feature, Weighted multi-scale feature fusion",
  pages = "107149",
  url = "https://doi.org/10.1016/j.compbiomed.2023.107149",
  volume = "163",
}
@inproceedings{WWXCL-ICASSP-2023,
  title = "MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation",
  author = "Ruizhi Wang and Xiangtao Wang and Zhenghua Xu and Wenting Xu and Junyang Chen and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, 4-10 June 2023",
  publisher = "IEEE",
}
@inproceedings{WWBZZCLX-ICASSP-2023,
  title = "MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation",
  author = "Xiangtao Wang and  Ruizhi Wang and  Tian Biao and  Jiaojiao Zhang and  Shuo Zhang and  Junyang Chen and  Thomas Lukasiewicz and  Zhenghua Xu",
  year = "2023",
  booktitle = "Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, 4-10 June 2023",
  publisher = "IEEE",
}
@inproceedings{ICASSP-2023,
  title = "Multi-Head Feature Pyramid Networks for Breast Mass Detection",
  author = "Hexiang Zhang and Zhenghua Xu and Dan Yao and Shuo Zhang and Junyang Chen and Thomas Lukasiewicz",
  year = "2023",
  booktitle = "Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, 4-10 June 2023",
  publisher = "IEEE",
}
@inproceedings{XWLX-ICME-2023,
  title = "Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised Medical Image Segmentation",
  author = "Gang Xu and Shengxin Wang and Thomas Lukasiewicz and Zhenghua Xu",
  year = "2023",
  booktitle = "Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2023, Brisbane, Australia, July 10-14, 2023",
  publisher = "IEEE",
}
@inproceedings{MICCAI-KECPPL-2022,
  title = "Explaining Chest X-ray Pathologies in Natural Language",
  author = "Maxime Kayser and Cornelius Emde and Oana Camburu and Guy Parsons and Bartlomiej Papiez and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, Singapore, 18--22 September 2022",
  editor = "Linwei Wang and Qi Dou and P. Thomas Fletcher and Stefanie Speidel and Shuo Li",
  month = "September",
  pages = "701--713",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science (LNCS)",
  url = "https://doi.org/10.1007/978-3-031-16443-9_67",
  volume = "13435",
}
@article{NC-XLYWCLFZ-2022,
  title = "ω-Net: Dual Supervised Medical Image Segmentation with Multi-Dimensional Self-Attention and Diversely-Connected Multi-Scale Convolution",
  author = "Zhenghua Xu and Shijie Liu and Di Yuan and Lei Wang and Junyang Chen and Thomas Lukasiewicz and Zhigang Fu and Rui Zhang",
  year = "2022",
  journal = "Neurocomputing",
  month = "August",
  pages = "177-190",
  url = "https://doi.org/10.1016/j.neucom.2022.05.053",
  volume = "500",
}
@article{TASL-JL-2022,
  title = "NoiER: An Approach for Training more Reliable Fine-Tuned Downstream Task Models",
  author = "Myeongjun Jang and Thomas Lukasiewicz",
  year = "2022",
  journal = "IEEE Transactions on Audio, Speech and Language Processing",
  month = "July",
  pages = "2514--2525",
  url = "http://dx.doi.org/10.1109/TASLP.2022.3193292",
  volume = "30",
}
@inproceedings{ICML-MCLM-2022,
  title = "Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations",
  author = "Bodhisattwa Prasad Majumder and Oana-Maria Camburu and Thomas Lukasiewicz and Julian McAuley",
  year = "2022",
  booktitle = "Proceedings of the 39th International Conference on Machine Learning, ICML 2022, Baltimore, Maryland, USA, 17-23 July 2022",
  editor = "Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan",
  month = "July",
  pages = "14786--14801",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v162/majumder22a.html",
  volume = "162",
}
@inproceedings{ICML-FL-2022,
  title = "(Non-)Convergence Results for Predictive Coding Networks",
  author = "Simon Frieder and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 39th International Conference on Machine Learning, ICML 2022, Baltimore, Maryland, USA, 17-23 July 2022",
  editor = "Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan",
  month = "July",
  pages = "6793--6810",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v162/frieder22a.html",
  volume = "162",
}
@inproceedings{ICML-MSSLB-2022,
  title = "Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models",
  author = "Beren Millidge and Tommaso Salvatori and Yuhang Song and Thomas Lukasiewicz and Rafal Bogacz",
  year = "2022",
  booktitle = "Proceedings of the 39th International Conference on Machine Learning, ICML 2022, Baltimore, Maryland, USA, 17-23 July 2022",
  editor = "Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan",
  month = "July",
  pages = "15561--15583",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v162/millidge22a.html",
  volume = "162",
}
@inproceedings{ICML-WLHMPN-2022,
  title = "NP-Match: When Neural Processes meet Semi-Supervised Learning",
  author = "Jianfeng Wang and Thomas Lukasiewicz and Daniela Massiceti and Xiaolin Hu and Vladimir Pavlovic and Alexandros Neophytou",
  year = "2022",
  booktitle = "Proceedings of the 39th International Conference on Machine Learning, ICML 2022, Baltimore, Maryland, USA, 17-23 July 2022",
  editor = "Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan",
  month = "July",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v162/wang22s.html",
  volume = "162",
}
@inproceedings{IJCAI-LMM-2022,
  title = "Explanations for Negative Query Answers under Inconsistency-Tolerant Semantics",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2022",
  booktitle = "Proceedings of the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence‚ IJCAI−ECAI 2022, Vienna‚ Austria‚ July 23−29‚ 2022",
  editor = "Luc De Raedt",
  month = "July",
  pages = "2705--2711",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2022/375",
}
@inproceedings{JML-NAACL-2022,
  title = "Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence",
  author = "Myeongjun Jang and Frank Martin Mtumbuka and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Findings of NAACL 2022, Seattle, Washington, USA, July 2022",
  month = "July",
  pages = "2030--2042",
  publisher = "Association for Computational Linguistics",
  url = "http://dx.doi.org/10.18653/v1/2022.findings-naacl.156",
}
@inproceedings{MSSBL-IJCAI-2022,
  title = "Predictive Coding: Towards a Future of Deep Learning Beyond Backpropagation?",
  author = "Beren Millidge and Tommaso Salvatori and Yuhang Song and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence‚ IJCAI−ECAI 2022‚ Survey Track, Vienna‚ Austria‚ July 23−29‚ 2022",
  editor = "Luc De Raedt",
  month = "July",
  pages = "5538--5545",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2022/774",
}
@inproceedings{GSL-IJCAI-2022,
  title = "Deep Learning with Logical Constraints",
  author = "Eleonora Giunchiglia and Mihaela Catalina Stoian and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence‚ IJCAI−ECAI 2022‚ Survey Track, Vienna‚ Austria‚ July 23−29‚ 2022",
  editor = "Luc De Raedt",
  month = "July",
  pages = "5478--5485",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2022/767",
}
@article{AIJ-LMMMPS-2021,
  title = "Inconsistency-Tolerant Query Answering for Existential Rules",
  author = "Thomas Lukasiewicz and Enrico Malizia and Maria Vanina Martinez and Cristian Molinaro and Andreas Pieris and Gerardo I. Simari",
  year = "2022",
  journal = "Artificial Intelligence",
  month = "June",
  pages = "103685",
  url = "https://doi.org/10.1016/j.artint.2022.103685",
  volume = "307",
}
@inproceedings{WL-CVPR-2022,
  title = "Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation",
  author = "Jianfeng Wang and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition‚ CVPR 2022‚ New Orleans, Louisiana‚ USA, June 19--24‚ 2022",
  month = "June",
  pages = "182--190",
  url = "https://doi.org/10.1109/CVPR52688.2022.00028",
}
@article{9706318,
  title = "An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure",
  author = "Rao, Shishir and Li, Yikuan and Ramakrishnan, Rema and Hassaine, Abdelaali and Canoy, Dexter and Cleland, John and Lukasiewicz, Thomas and Salimi-Khorshidi, Gholamreza and Rahimi, Kazem",
  year = "2022",
  journal = "IEEE Journal of Biomedical and Health Informatics",
  month = "February",
  number = "7",
  pages = "3362-3372",
  url = "https://doi.org/10.1109/JBHI.2022.3148820",
  volume = "26",
}
@article{AIJ-LM-2021,
  title = "Complexity Results for Preference Aggregation over (m)CP-Nets: Max and Rank Voting",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2022",
  journal = "Artificial Intelligence",
  month = "February",
  pages = "103636",
  url = "https://doi.org/10.1016/j.artint.2021.103636",
  volume = "303",
}
@inproceedings{AAAI-SSXLB-2022,
  title = "Reverse Differentiation via Predictive Coding",
  author = "Tommaso Salvatori and Yuhang Song and Zhenghua Xu and Thomas Lukasiewicz and Rafal Bogacz",
  year = "2022",
  booktitle = "Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022‚ Vancouver, BC, Canada, February 22 -- March 1‚ 2022",
  month = "February",
  pages = "8150--8158",
  publisher = "AAAI Press",
  url = "https://doi.org/10.1609/aaai.v36i7.20788",
}
@inproceedings{EMNLP-LL-2022,
  title = "Learning to Model Multimodal Semantic Alignment for Story Visualization",
  author = "Bowen Li and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Findings of EMNLP 2022",
  month = "December",
  pages = "4712--4718",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2022.findings-emnlp.346",
}
@inproceedings{EMNLP-YKLC-2022,
  title = "Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup",
  author = "Yordan Yordanov and Vid Kocijan and Thomas Lukasiewicz and Oana-Maria Camburu",
  year = "2022",
  booktitle = "Findings of EMNLP 2022",
  month = "December",
  pages = "3486--3501",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2022.findings-emnlp.255",
}
@inproceedings{EMNLP-ML-2022,
  title = "Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction",
  author = "Frank Mtumbuka and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing‚ EMNLP 2022‚ Online and in Abu Dhabi‚ December 7–11‚ 2021",
  month = "December",
  pages = "5972--5987",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2022.emnlp-main.401",
}
@inproceedings{ACML-ML-2022,
  title = "Efficient Deep Clustering of Human Activities and How to Improve Evaluation",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 14th Asian Conference on Machine Learning, ACML 2022, Hyderabad, India, 12--14 December 2022",
  editor = "Khan, Emtiyaz and Gonen, Mehmet",
  month = "December",
  pages = "722--737",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v189/mahon23a.html",
  volume = "189",
}
@inproceedings{LTLb-BVMC-2022,
  title = "Image-to-Image Translation with Text Guidance",
  author = "Bowen Li and Philip Torr and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022",
  month = "November",
  pages = "581",
  url = "https://bmvc2022.mpi-inf.mpg.de/581/",
}
@inproceedings{LTLa-BVMC-2022,
  title = "Memory-Driven Text-to-Image Generation",
  author = "Bowen Li and Philip Torr and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022",
  month = "November",
  pages = "726",
  url = "https://bmvc2022.mpi-inf.mpg.de/726/",
}
@inproceedings{SPMSBBL-NeurIPS-2022,
  title = "Learning on Arbitrary Graph Topologies via Predictive Coding",
  author = "Tommaso Salvatori and Luca Pinchetti and Beren Millidge and Yuhang Song and Tianyi Bao and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 36th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2022, New Orleans, Louisiana, USA",
  month = "November",
  pages = "38232--38244",
  url = "https://proceedings.neurips.cc//paper_files/paper/2022/hash/f9f54762cbb4fe4dbffdd4f792c31221-Abstract-Conference.html",
}
@inproceedings{PSYMSL-NeurIPS-2022,
  title = "Predictive Coding Beyond Gaussian Distributions",
  author = "Luca Pinchetti and Tommaso Salvatori and Yordan Yordanov and Beren Millidge and Yuhang Song and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 36th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2022, New Orleans, Louisiana, USA",
  month = "November",
  pages = "1280--1293",
  url = "https://proceedings.neurips.cc//paper_files/paper/2022/hash/08f9de0232c0b485110237f6e6cf88f1-Abstract-Conference.html",
}
@inproceedings{JANG-COLING2022-BECEL,
  title = "BECEL: Benchmark for Consistency Evaluation of Language Models",
  author = "Myeongjun Jang and Deuk Sin Kwon and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 2022",
  month = "October",
  pages = "3680--3696",
  publisher = "International Committee on Computational Linguistics",
  url = "https://aclanthology.org/2022.coling-1.324/",
}
@inproceedings{ACMMM-LTL-2022,
  title = "Clustering Generative Adversarial Networks for Story Visualization",
  author = "Bowen Li and Philip Torr and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 30th ACM Multimedia Conference, ACM MM 2022, Lisbon, Portugal, 10--14 October",
  month = "October",
  pages = "769--778",
  publisher = "ACM Press",
  url = "https://doi.org/10.1145/3503161.3548034",
}
@article{TSC-LFZBXL-2022,
  title = "Toward Knowledge as a Service (KaaS): Predicting Popularity of Knowledge Services Leveraging Graph Neural Networks",
  author = "Haozhe Lin and Yushun Fan and Jia Zhang and Bing Bai and Zhenghua Xu and Thomas Lukasiewicz",
  year = "2022",
  journal = "IEEE Transactions on Services Computing",
  month = "January",
  number = "1",
  pages = "642--655",
  url = "https://doi.org/10.1109/TSC.2022.3145019",
  volume = "16",
}
@inproceedings{DBLP:conf/edbt/ChengWLSG22,
  title = "Democratizing Financial Knowledge Graph Construction by Mining Massive Brokerage Research Reports",
  author = "Zehua Cheng and Lianlong Wu and Thomas Lukasiewicz and Emanuel Sallinger and Georg Gottlob",
  year = "2022",
  booktitle = "Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference, Edinburgh, UK, March 29, 2022",
  editor = "Maya Ramanath and Themis Palpanas",
  publisher = "CEUR-WS.org",
  series = "{CEUR} Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-3135/EcoFinKG\_2022\_paper5.pdf",
  volume = "3135",
}
@inproceedings{DBLP:conf/sebd/CeylanLMV22,
  title = "Query Answer Explanations under Existential Rules",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavicius",
  year = "2022",
  booktitle = "Proceedings of the 30th Italian Symposium on Advanced Database Systems, {SEBD} 2022, Tirrenia (PI), Italy, June 19-22, 2022",
  editor = "Giuseppe Amato and Valentina Bartalesi and Devis Bianchini and Claudio Gennaro and Riccardo Torlone",
  pages = "481--488",
  publisher = "CEUR-WS.org",
  series = "{CEUR} Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-3194/paper56.pdf",
  volume = "3194",
}
@inproceedings{DBLP:conf/sebd/LukasiewiczMM22,
  title = "Explanations for Inconsistency-Tolerant Query Answering under Existential Rules",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2022",
  booktitle = "Proceedings of the 30th Italian Symposium on Advanced Database Systems, {SEBD} 2022, Tirrenia (PI), Italy, June 19-22, 2022",
  editor = "Giuseppe Amato and Valentina Bartalesi and Devis Bianchini and Claudio Gennaro and Riccardo Torlone",
  pages = "489--496",
  publisher = "CEUR-WS.org",
  series = "{CEUR} Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-3194/paper57.pdf",
  volume = "3194",
}
@inproceedings{DBLP:conf/sebd/LukasiewiczMV22,
  title = "Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Cardinality-Based Repairs",
  author = "Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavicius",
  year = "2022",
  booktitle = "Proceedings of the 30th Italian Symposium on Advanced Database Systems, {SEBD} 2022, Tirrenia (PI), Italy, June 19-22, 2022",
  editor = "Giuseppe Amato and Valentina Bartalesi and Devis Bianchini and Claudio Gennaro and Riccardo Torlone",
  pages = "530--537",
  publisher = "CEUR-WS.org",
  series = "{CEUR} Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-3194/paper62.pdf",
  volume = "3194",
}
@inproceedings{IJCAI-ACGL-2021,
  title = "The Surprising Power of Graph Neural Networks with Random Node Initialization",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Martin Grohe and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 30th International Joint Conference on Artificial Intelligence‚ IJCAI 2021‚ August 21--26‚ 2021",
  month = "August",
  publisher = "IJCAI",
  url = "https://doi.org/10.24963/ijcai.2021/291",
}
@article{IS-ASMHL-2021,
  title = "An Ontology-Based Deep Learning Approach for Triple Classification with Out-of-Knowledge-Base Entities",
  author = "Elvira Amador-Domı́nguez and Emilio Serrano and Daniel Manrique and Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2021",
  journal = "Information Sciences",
  month = "July",
  pages = "85--102",
  url = "https://doi.org/10.1016/j.ins.2021.02.018",
  volume = "564",
}
@inproceedings{CVPR-WLHX-2021,
  title = "RSG: A Simple yet Effective Module for Learning Imbalanced Datasets",
  author = "Jianfeng Wang and Thomas Lukasiewicz and Xiaolin Hu and Jianfei Cai and Zhenghua Xu",
  year = "2021",
  booktitle = "Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition‚ CVPR 2021‚ Virtual‚ June 19--25‚ 2021",
  month = "June",
  url = "https://openaccess.thecvf.com/content/CVPR2021/html/Wang_RSG_A_Simple_but_Effective_Module_for_Learning_Imbalanced_Datasets_CVPR_2021_paper.html",
}
@inproceedings{NeurIPS-SSHFSXBL-2021,
  title = "Associative Memories via Predictive Coding",
  author = "Tommaso Salvatori and Yuhang Song and Yujian Hong and Simon Frieder and Lei Sha and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 35th Annual Conference on Neural Information Processing Systems, NeurIPS 2021",
  month = "December",
  url = "https://arxiv.org/abs/2109.08063",
}
@article{JAIR-GL-2021,
  title = "Multi-Label Classification Neural Networks with Hard Logical Constraints",
  author = "Eleonora Giunchiglia and Thomas Lukasiewicz",
  year = "2021",
  journal = "Journal of Artificial Intelligence Research",
  month = "November",
  pages = "759--818",
  url = "https://doi.org/10.1613/jair.1.12850",
  volume = "72",
}
@inproceedings{EMNLP-KL-2021,
  title = "Knowledge Base Completion Meets Transfer Learning",
  author = "Vid Kocijan and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Online and in the Barceló Bávaro Convention Centre, Punta Cana, Dominican Republic, November 7--11, 2021",
  month = "November",
  url = "https://doi.org/10.18653/v1/2021.emnlp-main.524",
}
@inproceedings{CIKM-NCGLKLY-2021,
  title = "Lightweight Visual Question Answering using Scene Graphs",
  author = "Vidyaranya Sai Nuthalapati and Ramraj	Chandradevan and Eleonora Giunchiglia and Bowen Li and Maxime Kayser and Thomas Lukasiewicz and Carl Yang",
  year = "2021",
  booktitle = "Proceedings of the 30th International Conference on Information and Knowledge Management, CIKM 2021, Gold Coast, Queensland, Australia, November 1--5, 2021",
  month = "November",
  publisher = "ACM Press",
  url = "https://doi.org/10.1145/3459637.3482218",
}
@article{SR-LRetal-2021,
  title = "Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records",
  author = "Yikuan Li and Shishir Rao and Abdelaali Hassaine and Rema Ramakrishnan and Dexter Canoy and Gholamreza Salimi-Khorshidi and Mohammad Mamouei and Thomas Lukasiewicz and Kazem Rahimi",
  year = "2021",
  journal = "Scientific Reports",
  month = "October",
  pages = "20685:1--13",
  url = "https://doi.org/10.1038/s41598-021-00144-6",
  volume = "11",
}
@article{JACM-GHKL-2021,
  title = "Stable Model Semantics for Guarded Existential Rules and Description Logics: Decidability and Complexity",
  author = "Georg Gottlob and Andr{\'e} Hernich and Clemens Kupke and Thomas Lukasiewicz",
  year = "2021",
  journal = "Journal of the ACM",
  month = "October",
  number = "5",
  pages = "35:1--87",
  url = "https://doi.org/10.1145/3447508",
  volume = "68",
}
@inproceedings{ICCV-KCSEDAL-2021,
  title = "e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks",
  author = "Maxime Kayser and Oana-Maria Camburu and Leonard Salewski and Cornelius Emde and Virginie Do and Zeynep Akata and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Virtual Conference, October 11--17, 2021",
  month = "October",
  url = "https://doi.org/10.1109/ICCV48922.2021.00128",
}
@inproceedings{SHL-2021,
  title = "Controlling Text Edition by Changing Answers of Specific Questions",
  author = "Lei Sha and Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Findings of ACL",
  url = "https://doi.org/10.18653/v1/2021.findings-acl.110",
}
@inproceedings{KI-ML-2021,
  title = "Selective Pseudo-Label Clustering",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 44th German Conference on Artificial Intelligence, KI 2021, Berlin, Germany, 2021",
  publisher = "Springer",
  url = "https://doi.org/10.1007/978-3-030-87626-5_12",
}
@inproceedings{CLMMV-AAAI-2021,
  title = "Preferred Explanations for Ontology-Mediated Queries under Existential Rules",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and  Cristian Molinaro and  Andrius Vaicenavičius",
  year = "2021",
  booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021",
  editor = "Kevin Leyton-Brown and Mausam",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/16778",
}
@inproceedings{KCL-AAAI-2021,
  title = "The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets",
  author = "Vid Kocijan and Oana-Maria Camburu and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021",
  editor = "Kevin Leyton-Brown and Mausam",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/17557",
}
@inproceedings{sha2021multitype,
  title = "Multi-Type Disentanglement without Adversarial Training",
  author = "Lei Sha and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021",
  editor = "Kevin Leyton-Brown and Mausam",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/17146",
}
@inproceedings{sha2021learn,
  title = "Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration",
  author = "Lei Sha and Oana-Maria Camburu and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021",
  editor = "Kevin Leyton-Brown and Mausam",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/17623",
}
@inproceedings{CLMMV-KR20,
  title = "Explanations for Negative Query Answers under Existential Rules",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and  Cristian Molinaro and  Andrius Vaicenavičius",
  year = "2020",
  booktitle = "Proceedings of 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, Rhodes, Greece, September 12-18, 2020",
  editor = "Diego Calvanese and Esra Erdem",
  month = "September",
  publisher = "AAAI Press",
  url = "https://doi.org/10.24963/kr.2020/23",
}
@article{hohe-luka-2020,
  title = "Ontology Reasoning with Deep Neural Networks",
  author = "Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2020",
  journal = "Journal of Artificial Intelligence Research (JAIR)",
  month = "July",
  pages = "503--540",
  url = "https://doi.org/10.1613/jair.1.11661",
  volume = "68",
}
@inproceedings{IJCAI-HL-2020,
  title = "Ontology Reasoning with Deep Neural Networks (Extended Abstract)",
  author = "Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence‚ IJCAI-PRICAI 2020‚ Yokohama‚ Japan‚ July 11−17‚ 2020",
  month = "July",
  publisher = "IJCAI/AAAI Press",
  url = "https://arxiv.org/abs/1808.07980",
}
@inproceedings{CSMLB-2020,
  title = "Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations",
  author = "Oana-Maria Camburu and Brendan Shillingford and Pasquale Minervini and Thomas Lukasiewicz and Phil Blunsom",
  year = "2020",
  booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics‚ ACL 2020‚ Seattle, Washington, USA‚ July 5 − 10‚ 2020",
  editor = "Joyce Chai and Natalie Schluter and Joel Tetreault",
  month = "July",
  publisher = "Association for Computational Linguistics",
  url = "http://arxiv.org/abs/1910.03065",
}
@inproceedings{LQLT2020,
  title = "ManiGAN: Text-Guided Image Manipulation",
  author = "Bowen Li and Xiaojuan Qi and Thomas Lukasiewicz and Philip H. S. Torr",
  year = "2020",
  booktitle = "Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, Washington, USA, June 14-19, 2020",
  editor = "Ce Liu and Greg Mori and Kate Saenko and Silvio Savarese",
  month = "June",
  pages = "7880--7889",
  publisher = "CVF/IEEE",
  url = "https://openaccess.thecvf.com/content_CVPR_2020/html/Li_ManiGAN_Text-Guided_Image_Manipulation_CVPR_2020_paper.html",
  doi = "https://doi.org/10.1109/CVPR42600.2020.00790",
}
@inproceedings{CLMV-ECAI-2020,
  title = "Explanations for Ontology-Mediated Query Answering in Description Logics",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavičius",
  year = "2020",
  booktitle = "Proceedings of the 24th European Conference on Artificial Intelligence‚ ECAI 2020‚ Santiago de Compostela‚ Spain‚ June 8--12‚ 2020",
  editor = "Giuseppe De Giacomo",
  month = "June",
  publisher = "IOS Press",
  url = "https://doi.org/10.3233/FAIA200153",
}
@inproceedings{XYLCMX-2020,
  title = "Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation",
  author = "Zhenghua Xu and Di Yuan and Thomas Lukasiewicz and Cheng Chen and Yishu Miao and Guizhi Xu",
  year = "2020",
  booktitle = "Proceedings of the 2020 IEEE International Conference on Acoustics‚ Speech and Signal Processing‚ ICASSP 2020‚ Barcelona‚ Spain‚ May 4--8‚ 2020",
  month = "May",
  publisher = "IEEE Computer Society",
  url = "https://doi.org/10.1109/ICASSP40776.2020.9053044",
}
@article{FinzLuka-2020,
  title = "Partially Observable Game-Theoretic Agent Programming in Golog",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2020",
  journal = "International Journal of Approximate Reasoning",
  month = "April",
  pages = "220--241",
  url = "https://doi.org/10.1016/j.ijar.2019.12.017",
  volume = "119",
}
@article{SW-RNLLA-2018,
  title = "Combining RDF and SPARQL with CP-Theories to Reason about Preferences in a Linked Data Setting",
  author = "Jessica Rosati and Tommaso Di Noia and Renato De Leone and Thomas Lukasiewicz and Vito Walter Anelli",
  year = "2020",
  journal = "Semantic Web",
  month = "April",
  number = "3",
  pages = "391--419",
  url = "https://doi.org/10.3233/SW-180339",
  volume = "11",
}
@inproceedings{ACL-DLGMA20,
  title = "Neural Networks for Approximate DNF Counting: An Abridged Report",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 1st International Workshop on Deep Learning on Graphs: Methodologies and Applications, DLGMA 2020‚ New York, New York, USA‚ February 8‚ 2020",
  editor = "Lingfei Wu and Jian Tang and Yinglong Xia and Charu Aggarwal",
  month = "February",
  url = "https://dlg2019.bitbucket.io/aaai20/accepted_papers/DLGMA_2020_paper_20.pdf",
}
@inproceedings{SWLWAXXDW-AAAI-2020,
  title = "Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence",
  author = "Yuhang Song and Andrzej Wojcicki and Thomas Lukasiewicz and Jianyi Wang and Abi Aryan and Zhenghua Xu and Mai Xu and Zihan Ding and Lianlong Wu",
  year = "2020",
  booktitle = "Proceedings of the 34th National Conference on Artificial Intelligence‚ AAAI 2020‚ New York, New York, USA‚ February 7--12‚ 2020",
  editor = "Vincent Conitzer and Fei Sha",
  month = "February",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/6216",
}
@inproceedings{SWLXZWX-AAAI-2020,
  title = "Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards",
  author = "Yuhang Song and Jianyi Wang and Thomas Lukasiewicz and Zhenghua Xu and Shangtong Zhang and Andrzej Wojcicki and Mai Xu",
  year = "2020",
  booktitle = "Proceedings of the 34th National Conference on Artificial Intelligence‚ AAAI 2020‚ New York, New York, USA‚ February 7--12‚ 2020",
  editor = "Vincent Conitzer and Fei Sha",
  month = "February",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/6040",
}
@inproceedings{LMM-AAAI-2020,
  title = "Explanations for Inconsistency-Tolerant Query Answering under Existential Rules",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2020",
  booktitle = "Proceedings of the 34th National Conference on Artificial Intelligence‚ AAAI 2020‚ New York, New York, USA‚ February 7--12‚ 2020",
  editor = "Vincent Conitzer and Fei Sha",
  month = "February",
  publisher = "AAAI Press",
  url = "https://ojs.aaai.org/index.php/AAAI/article/view/5682",
}
@inproceedings{ACL-AAAI20,
  title = "Learning to Reason: Leveraging Neural Networks for Approximate {DNF} Counting",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2020",
  annote = "https://github.com/ralphabb/NeuralDNF/",
  booktitle = "Proceedings of the 34th AAAI Conference on Artificial Intelligence‚ AAAI 2020‚ New York, New York, USA‚ February 7--12‚ 2020",
  editor = "Vincent Conitzer and Fei Sha",
  month = "February",
  publisher = "AAAI Press",
  url = "https://aaai.org/ojs/index.php/AAAI/article/view/5705",
}
@inproceedings{NeurIPS-LQTL-2020,
  title = "Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation",
  author = "Bowen Li and Xiaojuan Qi and Philip H. S. Torr and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6--12‚ 2020",
  month = "December",
  url = "https://proceedings.neurips.cc/paper/2020/hash/fae0b27c451c728867a567e8c1bb4e53-Abstract.html",
}
@inproceedings{NeurIPS-ACLS-2020,
  title = "BoxE: A Box Embedding Model for Knowledge Base Completion",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Tommaso Salvatori",
  year = "2020",
  booktitle = "Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6--12‚ 2020",
  month = "December",
  url = "https://proceedings.neurips.cc/paper/2020/hash/6dbbe6abe5f14af882ff977fc3f35501-Abstract.html",
}
@inproceedings{NeurIPS-GL-2020,
  title = "Coherent Hierarchical Multi-Label Classification Networks",
  author = "Eleonora Giunchiglia and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6--12‚ 2020",
  month = "December",
  url = "https://proceedings.neurips.cc/paper/2020/hash/6dd4e10e3296fa63738371ec0d5df818-Abstract.html",
}
@inproceedings{NeurIPS-SLXB-2020,
  title = "Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks",
  author = "Yuhang Song and Thomas Lukasiewicz and Zhenghua Xu and Rafal Bogacz",
  year = "2020",
  booktitle = "Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6--12‚ 2020",
  month = "December",
  url = "https://proceedings.neurips.cc/paper/2020/hash/fec87a37cdeec1c6ecf8181c0aa2d3bf-Abstract.html",
}
@inproceedings{ICMLA-2020-91,
  title = "Knowledge Graph Extraction from Videos",
  author = "Louis Mahon and Eleonora Giunchiglia and Bowen Li and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the IEEE 2020 International Conference on Machine Learning and Applications, ICMLA 2020, Miami, Florida, December 14-17, 2020",
  month = "December",
  pages = "25--32",
  publisher = "IEEE",
  url = "https://doi.org/10.1109/ICMLA51294.2020.00014",
}
@inproceedings{EMNLP-2020-2271,
  title = "Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution",
  author = "Yordan Yordanov and Oana-Maria Camburu and Vid Kocijan and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, November 16--20, 2020",
  month = "November",
  pages = "4963--4969",
  publisher = "Association for Computational Linguistics",
  url = "https://doi.org/10.18653/v1/2020.emnlp-main.402",
}
@inproceedings{EMNLP-2020-1699,
  title = "Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction",
  author = "Patrick Hohenecker and Frank Mtumbuka and  Vid Kocijan and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, November 16--20, 2020",
  month = "November",
  pages = "8554--8565",
  publisher = "Association for Computational Linguistics",
  url = "https://doi.org/10.18653/v1/2020.emnlp-main.690",
}
@inproceedings{JURIX-PAL-2020,
  title = "Extracting Outcomes from Appellate Decisions in US State Courts",
  author = "Alina Petrova and John Armour and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 33rd International Conference on Legal Knowledge and Information Systems, JURIX 2020, Online, December 9--11, 2020.",
  editor = "Serena Villata",
  pages = "133--142",
  publisher = "IOS Press",
  url = "https://doi.org/10.3233/FAIA200857",
  volume = "334",
}
@inproceedings{DBLP:conf/dlog/CeylanLMV20,
  title = "Explanations for Ontology-Mediated Query Answering in Description Logics (Extended Abstract)",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavicius",
  year = "2020",
  booktitle = "Proceedings of the 33rd International Workshop on Description Logics, DL 2020, co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, Online Event [Rhodes, Greece], September 12--14, 2020",
  editor = "Stefan Borgwardt and Thomas Meyer",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-2663/abstract-10.pdf",
  volume = "2663",
}
@inproceedings{CLMV2019,
  title = "Explanations for Query Answers under Existential Rules",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavičius",
  year = "2019",
  booktitle = "Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019",
  editor = "Sarit Kraus",
  month = "August",
  pages = "1639--1646",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2019/227",
}
@article{AIJ-LM-2018,
  title = "Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2019",
  journal = "Artificial Intelligence",
  month = "July",
  pages = "101--142",
  publisher = "Elsevier",
  url = "https://doi.org/10.1016/j.artint.2018.12.010",
  volume = "272",
}
@inproceedings{KCCYL2019,
  title = "A Surprisingly Robust Trick for the Winograd Schema Challenge",
  author = "Vid Kocijan and Ana-Maria Cretu and Oana-Maria Camburu and Yordan Yordanov and Thomas Lukasiewicz",
  year = "2019",
  booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28 - August 2, 2019",
  editor = "Anna Korhonen and David Traum",
  month = "July",
  publisher = "Association for Computational Linguistics",
  url = "http://arxiv.org/abs/1905.06290",
}
@inproceedings{BCL-DL-2019,
  title = "Ontology-Mediated Query Answering over Log-Linear Probabilistic Data (Abstract)",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2019",
  booktitle = "Proceedings of the 32nd International Workshop on Description Logics, DL 2019, Oslo, Norway, June 18-21, 2019",
  editor = "Mantas Simkus and Grant E. Weddell",
  month = "June",
  publisher = "CEUR−WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-2373/paper-35.pdf",
  volume = "2373",
}
@inproceedings{Ama2019,
  title = "An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities",
  author = "Elvira Amador-Domı́nguez and Patrick Hohenecker and Thomas Lukasiewicz and Daniel Manrique and Emilio Serrano",
  year = "2019",
  booktitle = "Proceedings of the 16th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2019), Avila, Spain, June 26-28, 2019",
  editor = "Francisco Herrera and Kenji Matsui and Sara Rodríguez Gonzalez",
  month = "June",
  publisher = "Springer",
  series = "Advances in Intelligent Systems and Computing",
  url = "https://doi.org/10.1007/978-3-030-23887-2_15",
}
@inproceedings{LCXYLZ2019,
  title = "Long Text Analysis Using Sliced Recurrent Neural Networks with Breaking Point Information Enrichment",
  author = "Bo Li and Zehua Cheng and Zhenghua Xu and Wei Ye and Thomas Lukasiewicz and Shikun Zhang",
  year = "2019",
  booktitle = "Proceedings of the 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, UK, May 12-17, 2019",
  month = "May",
  publisher = "IEEE Computer Society",
  url = "https://doi.org/10.1109/ICASSP.2019.8683812",
}
@inproceedings{LQLT2019,
  title = "Controllable Text-to-Image Generation",
  author = "Bowen Li and Xiaojuan Qi and Thomas Lukasiewicz and Philip H. S. Torr",
  year = "2019",
  booktitle = "Proceedings of the 33rd Annual Conference on Neural Information Processing Systems‚ NeurIPS 2019‚ Vancouver‚ Canada‚ December 8--14‚ 2019",
  month = "December",
  url = "http://arxiv.org/abs/1909.07083",
}
@inproceedings{KCCYBL-EMNLP-IJCNLP-2019,
  title = "WikiCREM: A Large Unsupervised Corpus for Co-Reference Resolution",
  author = "Vid Kocijan and Oana-Maria Camburu and Ana-Maria Cretu and Yordan Yordanov and Phil Blunsom and Thomas Lukasiewicz",
  year = "2019",
  booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3--7, 2019",
  month = "November",
  url = "http://arxiv.org/abs/1908.08025",
}
@inproceedings{BCL-AAAI-2019,
  title = "Ontology-Mediated Query Answering over Log-Linear Probabilistic Data",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2019",
  booktitle = "Proceedings of the 33rd National Conference on Artificial Intelligence‚ AAAI 2019‚ Honolulu, Hawaii, USA‚ January 27 - February 1‚ 2019",
  editor = "Pascal Van Hentenryck and Zhi-Hua Zhou",
  month = "January",
  pages = "2711--2718",
  publisher = "AAAI Press",
  url = "https://doi.org/10.1609/aaai.v33i01.33012711",
}
@inproceedings{SWLXX-AAAI-2019,
  title = "Diversity-Driven Extensible Hierarchical Reinforcement Learning",
  author = "Yuhang Song and Jianyi Wang and Thomas Lukasiewicz and Zhenghua Xu and Mai Xu",
  year = "2019",
  booktitle = "Proceedings of the 33rd National Conference on Artificial Intelligence‚ AAAI 2019‚ Honolulu, Hawaii, USA‚ January 27 - February 1‚ 2019",
  editor = "Pascal Van Hentenryck and Zhi-Hua Zhou",
  month = "January",
  pages = "4992--4999",
  publisher = "AAAI Press",
  url = "https://doi.org/10.1609/aaai.v33i01.33014992",
}
@inproceedings{LMV-AAAI-2019,
  title = "Complexity of Inconsistency-Tolerant Query Answering in Datalog+⁄− under Cardinality-Based Repairs",
  author = "Thomas Lukasiewicz and Enrico Malizia and Andrius Vaicenavičius",
  year = "2019",
  booktitle = "Proceedings of the 33rd National Conference on Artificial Intelligence‚ AAAI 2019‚ Honolulu, Hawaii, USA‚ January 27 - February 1‚ 2019",
  editor = "Pascal Van Hentenryck and Zhi-Hua Zhou",
  month = "January",
  pages = "2962--2969",
  publisher = "AAAI Press",
  url = "https://doi.org/10.1609/aaai.v33i01.33012962",
}
@techreport{DBLP:journals/corr/abs-1910-03065,
  title = "Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations",
  author = "Oana{-}Maria Camburu and Brendan Shillingford and Pasquale Minervini and Thomas Lukasiewicz and Phil Blunsom",
  year = "2019",
  journal = "CoRR",
  url = "http://arxiv.org/abs/1910.03065",
  volume = "abs/1910.03065",
}
@techreport{DBLP:journals/corr/abs-1910-02065,
  title = "Can {I} Trust the Explainer? Verifying Post-hoc Explanatory Methods",
  author = "Oana{-}Maria Camburu and Eleonora Giunchiglia and Jakob Foerster and Thomas Lukasiewicz and Phil Blunsom",
  year = "2019",
  journal = "CoRR",
  url = "http://arxiv.org/abs/1910.02065",
  volume = "abs/1910.02065",
}
@incollection{CeylLuka2018,
  title = "A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "Reasoning Web. Learning, Uncertainty, Streaming, and Scalability --- 14th International Summer School 2018‚ Esch-sur-Alzette, Luxembourg‚ September 22−26‚ 2018‚ Tutorial Lectures",
  editor = "Claudia d'Amato and Martin Theobald",
  month = "August",
  pages = "35--77",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-030-00338-8_3",
  volume = "11078",
}
@book{PRUV-LPT-2018,
  title = "Proceedings of the 2nd Workshop on Logics for Reasoning about Preferences, Uncertainty, and Vagueness, co-located with the 9th International Joint Conference on Automated Reasoning, PRUV@IJCAR 2018, Oxford, UK, July 19, 2018",
  author = "Thomas Lukasiewicz and Rafael Peñaloza and Anni-Yasmin Turhan",
  year = "2018",
  month = "July",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-2157/",
  volume = "2157",
}
@article{XTLMSC2018,
  title = "Lightweight Tag-Aware Personalized Recommendation on the Social Web Using Ontological Similarity",
  author = "Zhenghua Xu and Oana Tifrea-Marciuska and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Cheng Chen",
  year = "2018",
  journal = "IEEE Access",
  month = "July",
  number = "1",
  pages = "35590-35610",
  url = "http://dx.doi.org/10.1109/ACCESS.2018.2850762",
  volume = "6",
}
@inproceedings{BCL2018,
  title = "Recent Advances in Querying Probabilistic Knowledge Bases",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, IJCAI-ECAI 2018, Stockholm, Sweden, July 13-19, 2018",
  editor = "J{\'{e}}r{\^{o}}me Lang",
  month = "July",
  pages = "5420-5426",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2018/765",
}
@inproceedings{LMM2018,
  title = "Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2018",
  booktitle = "Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, IJCAI-ECAI 2018, Stockholm, Sweden, July 13-19, 2018",
  editor = "J{\'{e}}r{\^{o}}me Lang",
  month = "July",
  pages = "1921-1927",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2018/265",
}
@article{IJARFLMST2017,
  title = "Ontological Query Answering under Many-Valued Group Preferences in Datalog+⁄−",
  author = "Bettina Fazzinga and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2018",
  journal = "International Journal of Approximate Reasoning",
  month = "February",
  pages = "354--371",
  url = "https://doi.org/10.1016/j.ijar.2017.11.008",
  volume = "93",
}
@inproceedings{NIPS-CBLR-2018,
  title = "e-SNLI: Natural Language Inference with Natural Language Explanations",
  author = "Oana-Maria Camburu and Tim Rocktäschel and Thomas Lukasiewicz and Phil Blunsom",
  year = "2018",
  booktitle = "Proceedings of the 32nd Annual Conference on Neural Information Processing Systems, NeurIPS 2018, Montreal, Canada, December 3-8, 2018",
  editor = "Samy Bengio and Hanna Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett",
  month = "December",
  pages = "9560--9572",
  publisher = "Curran Associates, Inc.",
  url = "https://papers.nips.cc/paper/8163-e-snli-natural-language-inference-with-natural-language-explanations",
}
@inproceedings{VasiLuka2018,
  title = "Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks",
  author = "Daniel Vasile and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "On the Move to Meaningful Internet Systems. OTM 2018 Conferences: Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 23-24, 2018",
  editor = "Hervé Panetto and Christophe Debruyne and Henderik A. Proper and Claudio Agostino Ardagna and Dumitru Roman and Robert Meersman",
  month = "October",
  pages = "315-332",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-030-02671-4_20",
  volume = "11230",
}
@inproceedings{SEBD-LMM-2018,
  title = "Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2018",
  booktitle = "Proceedings of the 26th Italian Symposium on Advanced Database Systems, Castellaneta Marina (Taranto), Italy, June 24-27, 2018",
  editor = "Sonia Bergamaschi and Tommaso Di Noia and Andrea Maurino",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-2161/paper22.pdf",
  volume = "2161",
}
@techreport{DBLP:journals/corr/abs-1808-07980,
  title = "Ontology Reasoning with Deep Neural Networks",
  author = "Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2018",
  journal = "CoRR",
  url = "http://arxiv.org/abs/1808.07980",
  volume = "abs/1808.07980",
}
@article{TCSLM2017,
  title = "A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2017",
  journal = "Theoretical Computer Science",
  month = "September",
  pages = "21--33",
  publisher = "Elsevier",
  url = "https://doi.org/10.1016/j.tcs.2017.06.023",
  volume = "694",
}
@inproceedings{XLCMM_IJCAI2017,
  title = "Tag-Aware Personalized Recommendation Using a Hybrid Deep Model",
  author = "Zhenghua Xu and Thomas Lukasiewicz and Cheng Chen and Yishu Miao and Xiangwu Meng",
  year = "2017",
  booktitle = "Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25‚ 2017",
  editor = "Carles Sierra",
  month = "August",
  pages = "3196--3202",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2017/0446.pdf",
}
@inproceedings{CLMP_IJCAI2017,
  title = "Query Answering in Ontologies Under Preference Rankings",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Rafael Pe{\~{n}}aloza and Oana Tifrea-Marciuska",
  year = "2017",
  booktitle = "Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25‚ 2017",
  editor = "Carles Sierra",
  month = "August",
  pages = "943--949",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2017/0131.pdf",
}
@inproceedings{BCL_IJCAI2017,
  title = "Most Probable Explanations for Probabilistic Database Queries",
  author = "{\.I}smail {\.I}lkan Ceylan and Stefan Borgwardt and Thomas Lukasiewicz",
  year = "2017",
  booktitle = "Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25‚ 2017",
  editor = "Carles Sierra",
  month = "August",
  pages = "950--956",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2017/0132.pdf",
}
@article{KernLuka2017,
  title = "Many Facets of Reasoning Under Uncertainty, Inconsistency, Vagueness, and Preferences: A Brief Survey",
  author = "Gabriele Kern-Isberner and Thomas Lukasiewicz",
  year = "2017",
  journal = "Künstliche Intelligenz",
  month = "March",
  number = "1",
  pages = "9--13",
  url = "http://dx.doi.org/10.1007/s13218-016-0480-6",
  volume = "31",
}
@article{CMXL2017,
  title = "Location-Aware Personalized News Recommendation with Deep Semantic Analysis",
  author = "Cheng Chen and Xiangwu Meng and Zhenghua Xu and Thomas Lukasiewicz.",
  year = "2017",
  journal = "IEEE Access",
  month = "January",
  pages = "1624--1638",
  url = "http://dx.doi.org/10.1109/ACCESS.2017.2655150",
  volume = "5",
}
@inproceedings{https://doi.org/10.1016/j.tcs.2017.06.023,
  title = "Uncertainty Reasoning for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2017",
  booktitle = "Reasoning Web. Semantic Interoperability on the Web - 13th International Summer School 2017, London, UK, July 7-11, 2017, Tutorial Lectures",
  editor = "Giovambattista Ianni and Domenico Lembo and Leopoldo E. Bertossi and Wolfgang Faber and Birte Glimm and Georg Gottlob and Steffen Staab",
  pages = "276--291",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-319-61033-7_8",
  volume = "10370",
}
@inproceedings{CLMX2017,
  title = "Location-Aware News Recommendation Using Deep Localized Semantic Analysis",
  author = "Cheng  Chen and Thomas Lukasiewicz and Xiangwu Meng and Zhenghua Xu",
  year = "2017",
  booktitle = "Proceedings of the 22nd International Conference on Database Systems for Advanced Applications, DASFAA 2017, Suzhou, China, March 27-30, 2017",
  editor = "Selçuk Candan and Lei Chen and Torben Bach Pedersen",
  pages = "507--524",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-55753-3_32",
  volume = "10177",
}
@inproceedings{BCL2017,
  title = "Ontology-Mediated Queries for Probabilistic Databases",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2017",
  booktitle = "Proceedings of the 31st National Conference on Artificial Intelligence‚ AAAI 2017‚ San Francisco, California, USA‚ February 4–9‚ 2017",
  editor = "Satinder Singh and Shaul Markovitch",
  pages = "1063--1069",
  publisher = "AAAI Press",
  url = "http://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14365",
}
@techreport{DBLP:journals/corr/HoheneckerL17,
  title = "Deep Learning for Ontology Reasoning",
  author = "Patrick Hohenecker and Thomas Lukasiewicz",
  year = "2017",
  journal = "CoRR",
  url = "http://arxiv.org/abs/1705.10342",
  volume = "abs/1705.10342",
}
@techreport{DBLP:journals/corr/abs-1708-03797,
  title = "Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation",
  author = "Zhenghua Xu and Cheng Chen and Thomas Lukasiewicz and Yishu Miao",
  year = "2017",
  journal = "CoRR",
  url = "http://arxiv.org/abs/1708.03797",
  volume = "abs/1708.03797",
}
@inproceedings{CeylLukaPena2016,
  title = "Complexity Results for Probabilistic Datalog+⁄−",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Rafael Pe{\~{n}}aloza",
  year = "2016",
  booktitle = "Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016",
  editor = "Maria S. Fox and Gal A. Kaminka",
  month = "August",
  pages = "1414-1422",
  publisher = "IOS Press",
  url = "http://dx.doi.org/10.3233/978-1-61499-672-9-1414",
}
@inproceedings{LukaPred2016,
  title = "Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange",
  author = "Thomas Lukasiewicz and Livia Predoiu",
  year = "2016",
  booktitle = "Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016",
  editor = "Maria S. Fox and Gal A. Kaminka",
  month = "August",
  pages = "1008-1016",
  publisher = "IOS Press",
  url = "http://dx.doi.org/10.3233/978-1-61499-672-9-1008",
}
@inproceedings{BFLST2016,
  title = "Preferential Query Answering over the Semantic Web with Possibilistic Networks",
  author = "Stefan Borgwardt and Bettina Fazzinga and Thomas Lukasiewicz and Akanksha Shrivastava and Oana Tifrea-Marciuska",
  year = "2016",
  booktitle = "Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, July 9-15‚ 2016",
  editor = "Subbarao Kambhampati",
  month = "July",
  pages = "994-1000",
  publisher = "IJCAI/AAAI Press",
  url = "http://www.ijcai.org/Abstract/16/145",
}
@inproceedings{DBLP:conf/kr/LMPS2016,
  title = "Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and David Poole and Gerardo I. Simari",
  year = "2016",
  booktitle = "Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29, 2016",
  editor = "James P. Delgrande and Frank Wolter",
  month = "April",
  pages = "494-504",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12900",
}
@inproceedings{DBLP:conf/kr/ELP2016,
  title = "Generalized Consistent Query Answering under Existential Rules",
  author = "Thomas Eiter and Thomas Lukasiewicz and Livia Predoiu",
  year = "2016",
  booktitle = "Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29, 2016",
  editor = "James P. Delgrande and Frank Wolter",
  month = "April",
  pages = "359-368",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12888",
}
@inproceedings{LMPS2016,
  title = "Basic Probabilistic Ontological Data Exchange with Existential Rules",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo I. Simari",
  year = "2016",
  booktitle = "Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix, Arizona‚ USA‚ February 12–17‚ 2016",
  editor = "Dale Schuurmans and Michael Wellman",
  month = "February",
  pages = "1023-1029",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12243",
}
@inproceedings{ML2016,
  title = "On the Complexity of mCP-Nets",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2016",
  booktitle = "Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix, Arizona‚ USA‚ February 12–17‚ 2016",
  editor = "Dale Schuurmans and Michael Wellman",
  month = "February",
  pages = "558-564",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12239",
}
@inproceedings{XCLMM2016,
  title = "Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling",
  author = "Zhenghua Xu and Cheng Chen and Thomas Lukasiewicz and Yishu Miao and Xiangwu Meng",
  year = "2016",
  booktitle = "Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, USA, October 24-28, 2016",
  editor = "Elisa Bertino and Fabio Crestani and Javed Mostafa and Jie Tang and Luo Si and Xiaofang Zhou",
  month = "October",
  pages = "1921-1924",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/2983323.2983874",
}
@incollection{Predoiu2016,
  title = "Ranking Answers to Datalog+⁄− Ontologies based on Trust and Reliability of Subjective Reports",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Cristian Molinaro and Livia Predoiu and Gerardo I. Simari",
  year = "2016",
  booktitle = "Computational Models of Rationality: Essays Dedicated to Gabriele Kern-Isberner on the Occasion of Her 60th Birthday",
  editor = "Christoph Beierle and Gerhard Brewka and Matthias Thimm:",
  month = "January",
  pages = "175-192",
  publisher = "College Publications",
  series = "Tributes",
  volume = "29",
}
@inproceedings{DBLP:conf/ijcai/DLMST2015,
  title = "Combining Existential Rules with the Power of CP-Theories",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2015",
  booktitle = "Proceedings of the 24th International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015",
  editor = "Qiang Yang",
  month = "July",
  pages = "2918-2925",
  publisher = "AAAI Press / International Joint Conferences on Artificial Intelligence",
  url = "http://ijcai.org/Abstract/15/413",
}
@article{DBLP:journals/jods/LMST14,
  title = "Preference-Based Query Answering in Probabilistic Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2015",
  issn = "1861-2032",
  journal = "Journal on Data Semantics",
  month = "June",
  number = "2",
  pages = "81-101",
  publisher = "Springer",
  url = "http://dx.doi.org/10.1007/s13740-014-0040-x",
  volume = "4",
}
@article{AMAI_LS_2015,
  title = "Preface",
  author = "Thomas Lukasiewicz and Attila Sali",
  year = "2015",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "January",
  number = "1/2",
  pages = "1-3",
  url = "http://dx.doi.org/10.1007/s10472-014-9431-9",
  volume = "73",
}
@inproceedings{DBLP:conf/aaai/LMPS2015,
  title = "From Classical to Consistent Query Answering under Existential Rules",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Andreas Pieris and Gerardo I. Simari",
  year = "2015",
  booktitle = "Proceedings of the 29th National Conference on Artificial Intelligence, AAAI 2015, Austin, Texas, USA, January 25-29, 2015",
  editor = "Blai Bonet and Sven Koenig",
  month = "January",
  pages = "1546-1552",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9817",
}
@book{DBLP:conf/semweb/2015ursw,
  title = "Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2015, Bethlehem, USA, October 12, 2015",
  year = "2015",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Davide Ceolin and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor P. Martin and Matthias Nickles and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1479",
  volume = "1479",
}
@inproceedings{DBLP:conf/otm/RosatiNLLM15,
  title = "Preference Queries with Ceteris Paribus Semantics for Linked Data",
  author = "Jessica Rosati and Tommaso Di Noia and Thomas Lukasiewicz and Renato De Leone and Andrea Maurino",
  year = "2015",
  booktitle = "Proceedings of the 14th International Conference on Ontologies‚ Databases‚ and Applications of Semantics‚ ODBASE 2015, Rhodes, Greece, October 26-30, 2015",
  editor = "Christophe Debruyne and Herv{\'{e}} Panetto and Robert Meersman and Tharam S. Dillon and Georg Weichhart and Yuan An and Claudio Agostino Ardagna",
  isbn = "978-3-319-26147-8",
  pages = "423--442",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-26148-5_28",
  volume = "9415",
}
@inproceedings{DBLP:conf/semweb/LukasiewiczMPS15,
  title = "Probabilistic Ontological Data Exchange with Bayesian Networks",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo I. Simari",
  year = "2015",
  booktitle = "Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2015, Bethlehem, USA, October 12, 2015",
  editor = "Fernando Bobillo and  Rommel N. Carvalho and Davide Ceolin and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor P. Martin and Matthias Nickles and Michael Pool",
  pages = "38-49",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1479/paper4.pdf",
  volume = "1479",
}
@inproceedings{DBLP:conf/ruleml/LMPS2015,
  title = "Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo I. Simari",
  year = "2015",
  booktitle = "Proceedings of the 9th International Web Rule Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015.",
  editor = "Nick Bassiliades and Georg Gottlob and Fariba Sadri",
  note = "<font color="red">RuleML 2015 Best Paper Award</font>",
  pages = "294-310",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-21542-6_19",
  volume = "9202",
}
@inproceedings{DBLP:conf/dlog/CeylanLP15,
  title = "Answering EL Queries in the Presence of Preferences",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Rafael Pe{\~{n}}aloza",
  year = "2015",
  booktitle = "Proceedings of the 28th International Workshop on Description Logics, DL 2015, Athens, Greece, June 7-10, 2015",
  editor = "Diego Calvanese and Boris Konev",
  pages = "380-383",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1350/paper-47.pdf",
  volume = "1350",
}
@inproceedings{DBLP:conf/amw/LukasiewiczMPS15,
  title = "From Classical to Consistent Query Answering under Existential Rules",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Andreas Pieris and Gerardo I. Simari",
  year = "2015",
  booktitle = "Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, AMW 2015, Lima, Peru, May 6-8, 2015.",
  editor = "Andrea Cal{\`{\i}} and Maria-Esther Vidal",
  pages = "40-45",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1378",
  volume = "1378",
}
@techreport{RR-15-01,
  title = "Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/–",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo I. Simari",
  year = "2015",
  institution = "DCS",
  number = "RR-15-01",
  pages = "22",
}
@inproceedings{DBLP:conf/ecai/LMS2014,
  title = "Probabilistic Preference Logic Networks",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2014",
  booktitle = "Proceedings of the 21st European Conference on Artificial Intelligence‚ ECAI 2014‚ Prague‚ Czech Republic‚ August 18−22‚ 2014",
  editor = "Torsten Schaub and Gerhard Friedrich and Barry O'Sullivan",
  month = "August",
  pages = "561-566",
  publisher = "IOS Press",
  series = "Frontiers in Artificial Intelligence and Applications",
  url = "http://dx.doi.org/10.3233/978-1-61499-419-0-561",
  volume = "263",
}
@inproceedings{DBLP:conf/kr/GHKL2014,
  title = "Stable Model Semantics for Guarded Existential Rules and Description Logics",
  author = "Georg Gottlob and André Hernich and Clemens Kupke and Thomas Lukasiewicz",
  year = "2014",
  booktitle = "Proceedings of the 14th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2014‚ Vienna‚ Austria, July 20-24, 2014",
  editor = "Chitta Baral and Giuseppe De Giacomo",
  month = "July",
  pages = "258-267",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR14/paper/view/8011",
}
@techreport{RR-14-02,
  title = "Ontology-Based Query Answering with Group Preferences",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  institution = "DCS",
  month = "May",
  number = "RR-14-02",
  pages = "34",
}
@article{LMST_TOIT_2014,
  title = "Ontology-Based Query Answering with Group Preferences",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  issn = "1533-5399",
  journal = "ACM Transactions on Internet Technology (TOIT)",
  month = "December",
  number = "4",
  pages = "25:1-25:24",
  publisher = "ACM Press",
  url = "http://dx.doi.org/10.1145/2677207",
  volume = "14",
}
@book{DBLP:conf/ursw2014,
  title = "Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2014, Riva del Garda, Italy, October 19-20, 2014",
  year = "2014",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Davide Ceolin and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and  Kathryn B. Laskey and  Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool and Tom De Nies and Olaf Hartig and Paul Groth and Stephen Marsh",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1259/",
  volume = "1259",
}
@book{DBLP:book/PRUV14,
  title = "Proceedings of the 1st Workshop on Logics for Reasoning about Preferences, Uncertainty, and Vagueness, PRUV 2014, Vienna, Austria, July 23-24, 2014",
  year = "2014",
  editor = "Thomas Lukasiewicz and Rafael Peñaloza and Anni-Yasmin Turhan",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1205/",
  volume = "1205",
}
@book{DBLP:book/URSW3,
  title = "Uncertainty Reasoning for the Semantic Web III‚ International Workshops URSW 2011−2013‚ Held at ISWC, Revised Selected Papers",
  year = "2014",
  editor = "Fernando Bobillo and Rommel Carvalho and Paulo C. G. Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-13413-0",
  volume = "8816",
}
@inbook{DBLP:book/ursw/LMPS2014,
  title = "Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+⁄−",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo Simari",
  year = "2014",
  booktitle = "Uncertainty Reasoning for the Semantic Web III, International Workshops URSW 2011-2013, Held at ISWC, Revised Selected Papers",
  editor = "Fernando Bobillo and Rommel Carvalho and Paulo C. G. Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  pages = "41-62",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-13413-0_3",
  volume = "8816",
}
@inbook{DBLP:book/ursw/DLMST2014,
  title = "Ontological CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  booktitle = "Uncertainty Reasoning for the Semantic Web III, International Workshops URSW 2011-2013, Held at ISWC, Revised Selected Papers",
  editor = "Fernando Bobillo and Rommel Carvalho and Paulo C. G. Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  pages = "289-308",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-13413-0_15",
  volume = "8816",
}
@inproceedings{DBLP:conf/sebd/DLMST2014,
  title = "Computing k-Rank Answers with Ontological CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  booktitle = "Proceedings of the 22nd Italian Symposium on Advanced Database Systems‚ SEBD 2014‚ Sorrento Coast‚ Italy‚ June 16-18‚ 2014",
  editor = "Sergio Greco and Antonio Picariello",
}
@inproceedings{DBLP:conf/pruv/DLMST2014,
  title = "Computing k-Rank Answers with Ontological CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  booktitle = "Proceedings of the 1st Workshop on Logics for Reasoning about Preferences, Uncertainty, and Vagueness, PRUV 2014, Vienna, Austria, July 23-24, 2014",
  editor = "Thomas Lukasiewicz and Rafael Peñaloza and Anni-Yasmin Turhan",
  pages = "74-87",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1205/00010074.pdf",
  volume = "1205",
}
@inproceedings{DBLP:conf/pruv/LMMPS2014,
  title = "Answering Ontological Ranking Queries Based on Subjective Reports",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Cristian Molinaro and Livia Predoiu and Gerardo Simari",
  year = "2014",
  booktitle = "Proceedings of the 1st Workshop on Logics for Reasoning about Preferences, Uncertainty, and Vagueness, PRUV 2014, Vienna, Austria, July 23-24, 2014",
  editor = "Thomas Lukasiewicz and Rafael Pe{\~n}aloza and Anni-Yasmin Turhan",
  pages = "127-140",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1205/00010127.pdf",
  volume = "1205",
}
@inproceedings{DBLP:conf/kr/GLP2014,
  title = "Datalog+⁄−: Questions and Answers",
  author = "Georg Gottlob and Thomas Lukasiewicz and Andreas Pieris",
  year = "2014",
  booktitle = "Proceedings of the 14th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2014‚ Vienna‚ Austria‚ July 20−24‚ 2014",
  editor = "Chitta Baral and Giuseppe De Giacomo",
  pages = "682-685",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR14/paper/view/7965",
}
@inproceedings{DBLP:conf/sum/XLT2014,
  title = "Improving Personalized Search on the Social Web Based on Similarities Between Users",
  author = "Zhenghua Xu and Thomas Lukasiewicz and Oana Tifrea-Marciuska",
  year = "2014",
  booktitle = "Proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, Oxford, UK, September 15-17, 2014",
  editor = "Umberto Straccia and Andrea Cal\`{\i}",
  pages = "306-319",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-11508-5_26",
  volume = "8720",
}
@inproceedings{DBLP:conf/sum/LMMPS2014,
  title = "Answering Ontological Ranking Queries based on Subjective Reports",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Cristian Molinaro and Livia Predoiu and Gerardo I. Simari",
  year = "2014",
  booktitle = "Proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, Oxford, UK, September 15-17, 2014",
  editor = "Umberto Straccia and Andrea Cal\`{\i}",
  pages = "223-236",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-11508-5_19",
  volume = "8720",
}
@techreport{RR-14-04,
  title = "A General Framework for Inconsistency-Tolerant Query Answering in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2014",
  institution = "DCS",
  number = "RR-14-04",
  pages = "39",
}
@techreport{RR-14-03,
  title = "Computing k-Rank Answers with Ontological CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2014",
  institution = "DCS",
  number = "RR-14-03",
  pages = "12",
}
@article{DBLP:journals/amai/LSM13,
  title = "Query Answering under Probabilistic Uncertainty in Datalog+⁄− Ontologies",
  author = "Georg Gottlob and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "September",
  number = "1",
  pages = "37-72",
  url = "http://dx.doi.org/10.1007/s10472-013-9342-1",
  volume = "69",
}
@book{DBLP:conf/semweb/2013ursw,
  title = "Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2013, Sydney, Australia, October 21, 2013",
  year = "2013",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1073",
  volume = "1073",
}
@book{DBLP:conf/semweb/2010ursw-lncs,
  title = "Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010, Held at ISWC, and UniDL 2010, Held at FLoC, Revised Selected Papers",
  year = "2013",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-642-35974-3, 978-3-642-35975-0",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-35975-0",
  volume = "7123",
}
@inbook{LukasiewiczSimari2013,
  title = "Tractable Probabilistic Description Logic Programs",
  author = "Thomas Lukasiewicz and Gerardo I. Simari",
  year = "2013",
  booktitle = "Advances in Probabilistic Databases for Uncertain Information Management",
  editor = "Z. Ma and L. Yan",
  pages = "131-159",
  publisher = "Springer",
  series = "Studies in Fuzziness and Soft Computing",
  url = "http://dx.doi.org/10.1007/978-3-642-37509-5_6",
  volume = "304",
}
@inbook{DBLP:conf/semweb/dAmatoFEL13,
  title = "Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations",
  author = "Claudia d'Amato and Nicola Fanizzi and Floriana Esposito and Thomas Lukasiewicz",
  year = "2013",
  booktitle = "Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010, Held at ISWC, and UniDL 2010, Held at FLoC, Revised Selected Papers",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-642-35974-3, 978-3-642-35975-0",
  pages = "300-314",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-35975-0_16",
  volume = "7123",
}
@inbook{DBLP:conf/semweb/dAmatoFFGL13,
  title = "Semantic Web Search and Inductive Reasoning",
  author = "Claudia d'Amato and Nicola Fanizzi and Bettina Fazzinga and Georg Gottlob and Thomas Lukasiewicz",
  year = "2013",
  booktitle = "Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010, Held at ISWC, and UniDL 2010, Held at FLoC, Revised Selected Papers",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-642-35974-3, 978-3-642-35975-0",
  pages = "237-261",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-35975-0_13",
  volume = "7123",
}
@article{DBLP:journals/semweb/CalvaneseL13,
  title = "Preface",
  author = "Diego Calvanese and Thomas Lukasiewicz",
  year = "2013",
  journal = "Semantic Web",
  number = "4",
  pages = "349",
  url = "http://dx.doi.org/10.3233/SW-130124",
  volume = "4",
}
@inproceedings{DBLP:conf/semweb/LukasiewiczP13,
  title = "Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+⁄−",
  author = "Thomas Lukasiewicz and Livia Predoiu",
  year = "2013",
  booktitle = "Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2013, Sydney, Australia, October 21, 2013",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool",
  pages = "3-14",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1073/paper1.pdf",
  volume = "1073",
}
@inproceedings{DBLP:conf/aaai/DiNL2013,
  title = "Combining CP-Nets with the Power of Ontologies",
  author = "Tommaso Di Noia and Thomas Lukasiewicz",
  year = "2013",
  booktitle = "Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013, Late Breaking Papers, Bellevue, Washington, USA, July 14-18, 2013",
  editor = "Marie desJardins and Michael L. Littman",
  publisher = "AAAI Press",
  series = "AAAI Workshops",
  url = "http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7146/6668",
  volume = "WS-13-17",
}
@inproceedings{DBLP:conf/sebd/DiNL2013,
  title = "On Ontologies and CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz",
  year = "2013",
  booktitle = "Proceedings of the 21st Italian Symposium on Advanced Database Systems, SEBD 2013, Roccella Jonica, Italy, June 30 - July 3, 2013",
}
@inproceedings{DBLP:conf/dl/HerKLG2013,
  title = "Well-Founded Semantics for Extended Datalog and Ontological Reasoning",
  author = "Andr{\'e} Hernich and Clemens Kupke and Thomas Lukasiewicz and Georg Gottlob",
  year = "2013",
  booktitle = "Proceedings of the 26th International Workshop on Description Logics, DL 2013, Ulm, Germany, July 23-26, 2013",
  editor = "Thomas Eiter and Birte Glimm and Yevgeny Kazakov and Markus Kr{\"o}tzsch",
  pages = "209-220",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1014/paper_78.pdf",
  volume = "1014",
}
@inproceedings{DBLP:conf/dl/LukDS2013,
  title = "Reasoning with DL-Based CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 26th International Workshop on Description Logics, DL 2013, Ulm, Germany, July 23-26, 2013",
  editor = "Thomas Eiter and Birte Glimm and Yevgeny Kazakov and Markus Kr{\"o}tzsch",
  pages = "640-651",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1014/paper_39.pdf",
  volume = "1014",
}
@inproceedings{DBLP:conf/dl/LukMS2013b,
  title = "Complexity of Inconsistency-Tolerant Query Answering in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 26th International Workshop on Description Logics, DL 2013, Ulm, Germany, July 23-26, 2013",
  editor = "Thomas Eiter and Birte Glimm and Yevgeny Kazakov and Markus Kr{\"o}tzsch",
  pages = "791-803",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1014/paper_6.pdf",
  volume = "1014",
}
@inproceedings{DBLP:conf/dl/LukMS2013a,
  title = "Preference−Based Query Answering in Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 26th International Workshop on Description Logics, DL 2013, Ulm, Germany, July 23-26, 2013",
  editor = "Thomas Eiter and Birte Glimm and Yevgeny Kazakov and Markus Kr{\"o}tzsch",
  pages = "804-815",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-1014/paper_83.pdf",
  volume = "1014",
}
@inproceedings{DBLP:conf/odbase/LukMS2013,
  title = "Preference-Based Query Answering in Probabilistic Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 12th International Conference on  Ontologies, Databases, and Applications of Semantics, ODBASE 2013, Graz, Austria, September 10-11, 2013",
  editor = "Robert Meersman and Hervé Panetto and Tharam Dillon and Johann Eder and Zohra Bellahsene and Norbert Ritter and Pieter De Leenheer and Deijing Dou",
  pages = "501-518",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-41030-7_36",
  volume = "8185",
}
@inproceedings{DBLP:conf/odbase/LukMS2013,
  title = "Complexity of Inconsistency-Tolerant Query Answering in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 12th International Conference on  Ontologies, Databases, and Applications of Semantics, ODBASE 2013, Graz, Austria, September 10-11, 2013",
  editor = "Robert Meersman and Hervé Panetto and Tharam Dillon and Johann Eder and Zohra Bellahsene and Norbert Ritter and Pieter De Leenheer and Deijing Dou",
  pages = "488-500",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-41030-7_35",
  volume = "8185",
}
@inproceedings{DBLP:conf/wi/LukMST2013,
  title = "Query Answering in Probabilistic Datalog+⁄− Ontologies under Group Preferences",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2013",
  booktitle = "Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, WI 2013, Atlanta, GA, USA, November 17-20, 2013",
  editor = "Vijay Raghavan and Xiaolin Hu and Churn-Jung and Liau Jan Treur",
  pages = "171-178",
  publisher = "IEEE Computer Society",
  url = "http://dx.doi.org/10.1109/WI-IAT.2013.26",
}
@inproceedings{DBLP:conf/dmssw/LukMST2013,
  title = "Query Answering in Datalog+⁄− Ontologies under Group Preferences and Probabilistic Uncertainty",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2013",
  booktitle = "Proceedings of the 2nd International Workshop on Data Management in the Social Semantic Web, DMSSW 2013, Aalborg, Denmark, July 8, 2013",
  editor = "Quan Z. Sheng and Jesper Kjeldskov",
  pages = "192-206",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-319-04244-2_18",
  volume = "8295",
}
@inproceedings{DBLP:journals/sum/LukDS2013,
  title = "Reasoning with Semantic-Enabled Qualitative Preferences",
  author = "Tommaso Di Noia and Thomas Lukasiewicz and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 7th International Conference on Scalable Uncertainty Management, SUM 2013, Washington DC, USA, September 16-18, 2013",
  editor = "W. Liu, V. S.  Subrahmanian and J. Wijsen",
  pages = "374-386",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-40381-1_29",
  volume = "8078",
}
@inproceedings{DBLP:conf/sum/LukMST2013,
  title = "Group Preferences for Query Answering in Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2013",
  booktitle = "Proceedings of the 7th International Conference on Scalable Uncertainty Management, SUM 2013, Washington DC, USA, September 16-18, 2013",
  editor = "W. Liu, V. S.  Subrahmanian and J. Wijsen",
  pages = "360-373",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-40381-1_28",
  volume = "8078",
}
@inproceedings{LSM2013IJCAI,
  title = "Preference-Based Query Answering in Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2013",
  booktitle = "Proceedings of the 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013, Beijing, China, August 3-9, 2013",
  editor = "Francesca Rossi",
  pages = "1017-1023",
  publisher = "AAAI Press / International Joint Conferences on Artificial Intelligence",
  url = "http://ijcai.org/papers13/Papers/IJCAI13-155.pdf",
}
@inproceedings{DBLP:conf/pods/GottlobHKL13,
  title = "Well-Founded Semantics for Extended Datalog and Ontological Reasoning",
  author = "Andr{\'e} Hernich and Clemens Kupke and Thomas Lukasiewicz and Georg Gottlob",
  year = "2013",
  booktitle = "Proceedings of the 32nd ACM Symposium on Principles of Database Systems, PODS 2013, New York, New York, USA, June 22-27, 2013",
  editor = "Richard Hull and Wenfei Fan",
  pages = "225-236",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/2463664.2465229",
}
@techreport{arXiv:1312.0032,
  title = "Top-k Query Answering in Datalog+/− Ontologies under Subjective Reports",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Cristian Molinaro and Livia Predoiu and Gerardo I. Simari",
  year = "2013",
  url = "http://arxiv.org/abs/1312.0032",
}
@article{DBLP:journals/amai/DFFGL11,
  title = "Ontology-Based Semantic Search on the Web and its Combination with the Power of Inductive Reasoning",
  author = "Claudia d'Amato and Nicola Fanizzi and Bettina Fazzinga and Georg Gottlob and Thomas Lukasiewicz",
  year = "2012",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "July",
  number = "2/3",
  pages = "83-121",
  url = "http://dx.doi.org/10.1007/s10472-012-9309-7",
  volume = "65",
}
@article{DBLP:journals/jws/CGL11,
  title = "A General Datalog-Based Framework for Tractable Query Answering over Ontologies",
  author = "Andrea Cal\`{i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2012",
  journal = "Journal of Web Semantics",
  month = "July",
  pages = "57–83",
  url = "http://dx.doi.org/10.1016/j.websem.2012.03.001",
  volume = "14",
}
@techreport{3960,
  title = "A General Datalog-Based Framework for Tractable Query Answering over Ontologies",
  author = "Andrea Cal\`{i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2012",
  institution = "OUCL",
  month = "March",
  number = "RR-10-21",
  pages = "60",
}
@book{DBLP:conf/semweb/2012sersy,
  title = "Proceedings of the International Workshop on Semantic Technologies meet Recommender Systems {\&} Big Data, SeRSy 2012, Boston, USA, November 11, 2012",
  year = "2012",
  editor = "Marco de Gemmis and Tommaso Di Noia and Pasquale Lops and Thomas Lukasiewicz and Giovanni Semeraro",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-919/",
  volume = "919",
}
@book{DBLP:conf/semweb/2012ursw,
  title = "Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2012, Boston, USA, November 11, 2012",
  year = "2012",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-900/",
  volume = "900",
}
@book{DBLP:conf/foiks/2012,
  title = "Proceedings of the 7th International Symposium on the Foundations of Information and Knowledge Systems, FoIKS 2012, Kiel, Germany, March 5-9, 2012",
  year = "2012",
  editor = "Thomas Lukasiewicz and Attila Sali",
  isbn = "978-3-642-28471-7",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-28472-4",
  volume = "7153",
}
@article{DBLP:journals/amai/GrecoL12,
  title = "Preface",
  author = "Sergio Greco and Thomas Lukasiewicz",
  year = "2012",
  journal = "Annals of Mathematics and Artificial Intelligence",
  number = "2-3",
  pages = "109-111",
  url = "http://dx.doi.org/10.1007/s10472-012-9284-z",
  volume = "64",
}
@inproceedings{DBLP:conf/uai/LukasiewiczMOS12,
  title = "Heuristic Ranking in Tightly Coupled Probabilistic Description Logics",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Giorgio Orsi and Gerardo I. Simari",
  year = "2012",
  booktitle = "Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence, UAI 2012, Catalina Island, CA, USA, August 14-18, 2012",
  editor = "Nando de Freitas and Kevin P. Murphy",
  pages = "554-563",
  publisher = "AUAI Press",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=2316&proceeding_id=28",
}
@inproceedings{DBLP:conf/semweb/NoiaL12,
  title = "Introducing Ontological CP-Nets",
  author = "Tommaso Di Noia and Thomas Lukasiewicz",
  year = "2012",
  booktitle = "Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2012, Boston, USA, November 11, 2012",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool",
  pages = "90-93",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-900/pospaper1.pdf",
  volume = "900",
}
@inproceedings{DBLP:conf/rr/LukasiewiczMS12,
  title = "Consistent Answers in Probabilistic Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2012",
  booktitle = "Proceedings of the 6th International Conference on Web Reasoning and Rule Systems, RR 2012, Vienna, Austria, September 10-12, 2012",
  editor = "Markus Kr{\"o}tzsch and Umberto Straccia",
  isbn = "978-3-642-33202-9",
  pages = "156-171",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-33203-6_12",
  volume = "7497",
}
@inproceedings{DBLP:conf/ecai/LukasiewiczMS12,
  title = "Inconsistency Handling in Datalog+⁄− Ontologies",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2012",
  booktitle = "Proceedings of the 20th European Conference on Artificial Intelligence, ECAI 2012, Montpellier, France, August 27-31, 2012",
  editor = "Luc De Raedt and Christian Bessi{\`e}re and Didier Dubois and Patrick Doherty and Paolo Frasconi and Fredrik Heintz and Peter J. F. Lucas",
  isbn = "978-1-61499-097-0",
  pages = "558-563",
  publisher = "IOS Press",
  series = "Frontiers in Artificial Intelligence and Applications",
  url = "http://dx.doi.org/10.3233/978-1-61499-098-7-558",
  volume = "242",
}
@inproceedings{DBLP:conf/dlog/GottlobHKL12,
  title = "Equality-Friendly Well-Founded Semantics and Applications to Description Logics",
  author = "Georg Gottlob and Andr{\'e} Hernich and Clemens Kupke and Thomas Lukasiewicz",
  year = "2012",
  booktitle = "Proceedings of the 25th International Workshop on Description Logics, DL 2012, Rome, Italy, June 7-10, 2012",
  editor = "Yevgeny Kazakov and Domenico Lembo and Frank Wolter",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-846/paper_5.pdf",
  volume = "846",
}
@inproceedings{DBLP:conf/datalog/LukasiewiczMS12,
  title = "Inconsistency-Tolerant Query Rewriting for Linear Datalog+⁄−",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari",
  year = "2012",
  booktitle = "Proceedings of the 2nd International Workshop on Datalog in Academia and Industry, Datalog 2.0, Vienna, Austria, September 11-13, 2012",
  editor = "Pablo Barcel{\'o} and Reinhard Pichler",
  isbn = "978-3-642-32924-1",
  pages = "123-134",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-32925-8_13",
  volume = "7494",
}
@inproceedings{AAAI12-GHKL-2012,
  title = "Equality-Friendly Well-Founded Semantics and Applications to Description Logics",
  author = "Georg Gottlob and André Hernich and Clemens Kupke and Thomas Lukasiewicz",
  year = "2012",
  booktitle = "Proceedings of the 26th National Conference on Artificial Intelligence, AAAI 2012, Toronto, Ontario, Canada, July 2012",
  editor = "J. Hoffmann and B. Selman",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI12/paper/view/5100/5267",
}
@article{DBLP:journals/jws/FGGL11,
  title = "Semantic Web Search Based on Ontological Conjunctive Queries",
  author = "Bettina Fazzinga and Giorgio Gianforme and Georg Gottlob and Thomas Lukasiewicz",
  year = "2011",
  journal = "Journal of Web Semantics",
  month = "December",
  pages = "453-473",
  url = "http://dx.doi.org/10.1016/j.websem.2011.08.003",
  volume = "9",
}
@article{DBLP:journals/amai/LukasiewiczPS11,
  title = "Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings",
  author = "Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2011",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "December",
  number = "3/4",
  pages = "385-425",
  url = "http://dx.doi.org/10.1007/s10472-012-9280-3",
  volume = "63",
}
@techreport{RR-11-08,
  title = "Semantic Web Search Based on Ontological Conjunctive Queries",
  author = "Bettina Fazzinga and Giorgio Gianforme and Georg Gottlob and Thomas Lukasiewicz",
  year = "2011",
  institution = "DCS",
  month = "October",
  number = "RR-11-08",
  pages = "44",
}
@article{DBLP:journals/tocl/EiterILS11,
  title = "Well-founded Semantics for Description Logic Programs in the Semantic Web",
  author = "Thomas Eiter and Giovambattista Ianni and Thomas Lukasiewicz and Roman Schindlauer",
  year = "2011",
  journal = "ACM Transactions on Computational Logic (TOCL)",
  month = "January",
  number = "2",
  pages = "11:1--11:41",
  url = "http://doi.acm.org/10.1145/1877714.1877717",
  volume = "12",
}
@book{DBLP:conf/semweb/2011spim,
  title = "Proceedings of the 2nd Workshop on Semantic Personalized Information Management: Retrieval and Recommendation, SPIM 2011, Bonn, Germany, October 24, 2011",
  year = "2011",
  editor = "Marco de Gemmis and Ernesto William De Luca and Tommaso Di Noia and Aldo Gangemi and Michael Hausenblas and Pasquale Lops and Thomas Lukasiewicz and Till Plumbaum and Giovanni Semeraro",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-781/",
  volume = "781",
}
@book{DBLP:conf/semweb/2011ursw,
  title = "Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2011, Bonn, Germany, October 23, 2011",
  year = "2011",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-778/",
  volume = "778",
}
@article{DBLP:journals/sigmod/CaliGLP11,
  title = "A Logical Toolbox for Ontological Reasoning",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz and Andreas Pieris",
  year = "2011",
  journal = "SIGMOD Record",
  number = "3",
  pages = "5--14",
  url = "http://dx.doi.org/10.1145/2070736.2070738",
  volume = "40",
}
@inproceedings{DBLP:conf/datalog/CaliGLP10,
  title = "Datalog+⁄−: A Family of Languages for Ontology Querying",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz and Andreas Pieris",
  year = "2011",
  booktitle = "Datalog Reloaded - 1st International Workshop, Datalog 2010, Oxford, UK, March 16-19, 2010. Revised Selected Papers",
  editor = "Oege de Moor and Georg Gottlob and Tim Furche and Andrew Jon Sellers",
  isbn = "978-3-642-24205-2",
  pages = "351-368",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-24206-9_20",
  volume = "6702",
}
@inproceedings{DBLP:conf/rr/GottlobLS11,
  title = "Conjunctive Query Answering in Probabilistic Datalog+⁄− Ontologies",
  author = "Georg Gottlob and Thomas Lukasiewicz and Gerardo I. Simari",
  year = "2011",
  booktitle = "Proceedings of the 5th International Conference on Web Reasoning and Rule Systems, RR 2011, Galway, Ireland, August 29-30, 2011",
  editor = "Sebastian Rudolph and Claudio Gutierrez",
  isbn = "978-3-642-23579-5",
  pages = "77-92",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-23580-1_7",
  volume = "6902",
}
@article{DBLP:journals/semweb/FazzingaL10,
  title = "Semantic Search on the Web",
  author = "Bettina Fazzinga and Thomas Lukasiewicz",
  year = "2010",
  journal = "Semantic Web",
  month = "December",
  number = "1/2",
  pages = "89--96",
  url = "http://dx.doi.org/10.3233/SW-2010-0023",
  volume = "1",
}
@article{DBLP:journals/tkde/Lukasiewicz10,
  title = "A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2010",
  journal = "IEEE Transactions on Knowledge and Data Engineering (TKDE)",
  month = "November",
  number = "11",
  pages = "1577--1592",
  url = "http://doi.ieeecomputersociety.org/10.1109/TKDE.2010.111",
  volume = "22",
}
@book{DBLP:conf/semweb/2010ursw,
  title = "Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2010, Shanghai, China, November 7, 2010",
  year = "2010",
  editor = "Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-654/",
  volume = "654",
}
@book{DBLP:conf/rr/2010,
  title = "Proceedings of the 4th International Conference on Web Reasoning and Rule Systems, RR 2010, Bressanone/Brixen, Italy, September 22-24, 2010",
  year = "2010",
  editor = "Pascal Hitzler and Thomas Lukasiewicz",
  isbn = "978-3-642-15917-6",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-15918-3",
  volume = "6333",
}
@book{DBLP:conf/cade/2010unidl,
  title = "Proceedings of the 1st International Workshop on Uncertainty in Description Logics, UniDL 2010, Edinburgh, UK, July 20, 2010",
  year = "2010",
  editor = "Thomas Lukasiewicz and Rafael Pe{\~n}aloza and Anni-Yasmin Turhan",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-613/",
  volume = "613",
}
@inbook{LukasiewiczStraccia2010,
  title = "Tightly Coupled Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2010",
  booktitle = "Progressive Concepts for Semantic Web Evolution: Applications and Developments",
  editor = "M. Lytras and A. Sheth",
  pages = "237-256",
  publisher = "Information Science Reference",
  series = "Advances in Semantic Web Information Systems",
  url = "http://dx.doi.org/10.4018/978-1-60566-992-2.ch011",
}
@inproceedings{DBLP:conf/sum/dAmatoFFGL10,
  title = "Combining Semantic Web Search with the Power of Inductive Reasoning",
  author = "Claudia d'Amato and Nicola Fanizzi and Bettina Fazzinga and Georg Gottlob and Thomas Lukasiewicz",
  year = "2010",
  booktitle = "Proceedings of the 4th International Conference on Scalable Uncertainty Management, SUM 2010, Toulouse, France, September 27-29, 2010",
  editor = "Amol Deshpande and Anthony Hunter",
  isbn = "978-3-642-15950-3",
  pages = "137-150",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-15951-0_17",
  volume = "6379",
}
@inproceedings{DBLP:conf/sac/dAmatoEFFGL10,
  title = "Inductive Reasoning and Semantic Web Search",
  author = "Claudia d'Amato and Floriana Esposito and Nicola Fanizzi and Bettina Fazzinga and Georg Gottlob and Thomas Lukasiewicz",
  year = "2010",
  booktitle = "Proceedings of the 25th ACM Symposium on Applied Computing, SAC 2010, Sierre, Switzerland, March 22-26, 2010",
  editor = "Sung Y. Shin and Sascha Ossowski and Michael Schumacher and Mathew J. Palakal and Chih-Cheng Hung",
  isbn = "978-1-60558-639-7",
  pages = "1446-1447",
  publisher = "ACM Press",
  url = "http://dl.acm.org/citation.cfm?doid=1774088.1774397",
}
@inproceedings{DBLP:conf/foiks/FazzingaGGL09,
  title = "Semantic Web Search Based on Ontological Conjunctive Queries",
  author = "Bettina Fazzinga and Giorgio Gianforme and Georg Gottlob and Thomas Lukasiewicz",
  year = "2010",
  booktitle = "Proceedings of the 6th International Symposium on the Foundations of Information and Knowledge Systems, FoIKS 2010, Sofia, Bulgaria, February 15-19, 2010",
  editor = "Sebastian Link and Henri Prade",
  isbn = "978-3-642-11828-9",
  pages = "153-172",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-11829-6_12",
  volume = "5956",
}
@inproceedings{DBLP:conf/aaai/CaliGKLP10,
  title = "Ontological Reasoning with F-Logic Lite and its Extensions",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Michael Kifer and Thomas Lukasiewicz and Andreas Pieris",
  year = "2010",
  booktitle = "Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010",
  editor = "Maria Fox and David Poole",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1881/",
}
@inproceedings{DBLP:conf/lics/CaliGLMP10,
  title = "Datalog+⁄−: A Family of Logical Knowledge Representation and Query Languages for New Applications",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz and Bruno Marnette and Andreas Pieris",
  year = "2010",
  booktitle = "Proceedings of the 25th IEEE Symposium on Logic in Computer Science, LICS 2010, Edinburgh, UK, July 2010",
  pages = "228--242",
  publisher = "IEEE Computer Society",
  url = "http://doi.ieeecomputersociety.org/10.1109/LICS.2010.27",
}
@article{DBLP:journals/ijar/LukasiewiczS09,
  title = "Description Logic Programs under Probabilistic Uncertainty and Fuzzy Vagueness",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2009",
  journal = "International Journal of Approximate Reasoning",
  month = "June",
  number = "6",
  pages = "837--853",
  url = "http://dx.doi.org/10.1016/j.ijar.2009.03.004",
  volume = "50",
}
@article{DBLP:journals/tocl/IocchiLNR09,
  title = "Reasoning about Actions with Sensing under Qualitative and Probabilistic Uncertainty",
  author = "Luca Iocchi and Thomas Lukasiewicz and Daniele Nardi and Riccardo Rosati",
  year = "2009",
  journal = "ACM Transactions on Computational Logic (TOCL)",
  month = "January",
  number = "1",
  pages = "5:1--5:41",
  url = "http://doi.acm.org/10.1145/1459010.1459015",
  volume = "10",
}
@book{DBLP:conf/semweb/2009ursw,
  title = "Proceedings of the 5th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2009, Washington DC, USA, October 26, 2009",
  year = "2009",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool and Pavel Smrz",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-527/",
  volume = "527",
}
@inbook{DBLP:books/sp/virgilio09/CaliGL09,
  title = "Semantic Web Information Management - A Model-Based Perspective",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Semantic Web Information Management",
  editor = "Roberto De Virgilio and Fausto Giunchiglia and Letizia Tanca",
  isbn = "978-3-642-04328-4",
  pages = "249-279",
  publisher = "Springer",
  url = "http://dx.doi.org/10.1007/978-3-642-04329-1_12",
}
@inbook{DBLP:series/lncs/DrabentEIKLM09,
  title = "Semantic Techniques for the Web: The REWERSE Perspective",
  author = "Wlodzimierz Drabent and Thomas Eiter and Giovambattista Ianni and Thomas Krennwallner and Thomas Lukasiewicz and Jan Maluszynski",
  year = "2009",
  booktitle = "REWERSE",
  editor = "Fran\c{c}ois Bry and Jan Maluszynski",
  isbn = "978-3-642-04580-6",
  pages = "1-49",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-04581-3_1",
  volume = "5500",
}
@article{DBLP:journals/jods/CaliLPS09,
  title = "Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2009",
  journal = "Journal on Data Semantics",
  pages = "95-130",
  url = "http://dx.doi.org/10.1007/978-3-642-00685-2_4",
  volume = "12",
}
@inproceedings{DBLP:conf/iat/LukasiewiczR09,
  title = "Combining Boolean Games with the Power of Ontologies for Automated Multi-attribute Negotiation in the Semantic Web",
  author = "Thomas Lukasiewicz and Azzurra Ragone",
  year = "2009",
  booktitle = "Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2009, Milan, Italy, 15-18 September 2009",
  pages = "395-402",
  publisher = "IEEE Computer Society",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5285146",
}
@inproceedings{DBLP:conf/dlog/LukasiewiczR09,
  title = "A Combination of Boolean Games with Description Logics for Automated Multi-Attribute Negotiation",
  author = "Thomas Lukasiewicz and Azzurra Ragone",
  year = "2009",
  booktitle = "Proceedings of the 22nd International Workshop on Description Logics, DL 2009, Oxford, UK, July 27-30, 2009",
  editor = "Bernardo Cuenca Grau and Ian Horrocks and Boris Motik and Ulrike Sattler",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-477/paper_47.pdf",
  volume = "477",
}
@inproceedings{DBLP:conf/dlog/CaliGL09,
  title = "Tractable Query Answering over Ontologies with Datalog+⁄−",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 22nd International Workshop on Description Logics, DL 2009, Oxford, UK, July 27-30, 2009",
  editor = "Bernardo Cuenca Grau and Ian Horrocks and Boris Motik and Ulrike Sattler",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-477/paper_46.pdf",
  volume = "477",
}
@inproceedings{DBLP:conf/webi/dAmatoFEL09,
  title = "Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-Metrics Induced by Local Models",
  author = "Claudia d'Amato and Nicola Fanizzi and Floriana Esposito and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009, Milan, Italy, 15-18 September 2009",
  pages = "689-692",
  publisher = "IEEE Computer Society",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5284895",
}
@inproceedings{DBLP:conf/sum/Lukasiewicz09,
  title = "Uncertainty in the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 3rd International Conference on Scalable Uncertainty Management, SUM 2009, Washington, DC, USA, September 28-30, 2009",
  editor = "Lluis Godo and Andrea Pugliese",
  isbn = "978-3-642-04387-1",
  pages = "2-11",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-04388-8_2",
  volume = "5785",
}
@inproceedings{DBLP:conf/semweb/dAmatoFFGL09,
  title = "Combining Semantic Web Search with the Power of Inductive Reasoning",
  author = "Claudia d'Amato and Nicola Fanizzi and Bettina Fazzinga and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 5th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2009, Washington DC, USA, October 26, 2009",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool and Pavel Smrz",
  pages = "15-26",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-527/paper2.pdf",
  volume = "527",
}
@inproceedings{DBLP:conf/sebd/CaliGL09,
  title = "A General Datalog-Based Framework for Tractable Query Answering over Ontologies (Extended Abstract)",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 17th Italian Symposium on Advanced Database Systems, SEBD 2009, Camogli, Italy, June 21-24, 2009",
  editor = "Valeria De Antonellis and Silvana Castano and Barbara Catania and Giovanna Guerrini",
  isbn = "978-88-6122-154-3",
  pages = "29-36",
  publisher = "Edizioni Seneca",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/sebd09b.pdf",
}
@inproceedings{DBLP:conf/rr/Lukasiewicz09,
  title = "Uncertainty Reasoning for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 3rd International Conference on Web Reasoning and Rule Systems, RR 2009, Chantilly, VA, USA, October 25-26, 2009",
  editor = "Axel Polleres and Terrance Swift",
  isbn = "978-3-642-05081-7",
  pages = "26-39",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-642-05082-4_3",
  volume = "5837",
}
@inproceedings{DBLP:conf/pods/CaliGL09,
  title = "A General Datalog-Based Framework for Tractable Query Answering over Ontologies",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 28th ACM Symposium on Principles of Database Systems, PODS 2009, Providence, Rhode Island, USA, June 19 - July 1, 2009",
  editor = "Jan Paredaens and Jianwen Su",
  isbn = "978-1-60558-553-6",
  pages = "77-86",
  publisher = "ACM Press",
  url = "http://dl.acm.org/citation.cfm?doid=1559795.1559809",
}
@inproceedings{DBLP:conf/isda/dAmatoFEL09,
  title = "Inductive Query Answering and Concept Retrieval Exploiting Local Models",
  author = "Claudia d'Amato and Nicola Fanizzi and Floriana Esposito and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 9th International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy, November 30-December 2, 2009",
  isbn = "978-0-7695-3872-3",
  pages = "1209-1214",
  publisher = "IEEE Computer Society",
  url = "http://www.computer.org/csdl/proceedings/isda/2009/3872/00/3872b209-abs.html",
}
@inproceedings{DBLP:conf/icdt/CaliGL09,
  title = "Datalog<sup>&plusmn;</sup>: A Unified Approach to Ontologies and Integrity Constraints",
  author = "Andrea Cal\`{\i} and Georg Gottlob and Thomas Lukasiewicz",
  year = "2009",
  booktitle = "Proceedings of the 12th International Conference on Database Theory, ICDT 2009, St. Petersburg, Russia, March 23-25, 2009",
  editor = "Ronald Fagin",
  isbn = "978-1-60558-423-2",
  pages = "14-30",
  publisher = "ACM Press",
  series = "ACM International Conference Proceeding Series",
  url = "http://dl.acm.org/citation.cfm?doid=1514894.1514897",
  volume = "361",
}
@article{DBLP:journals/ijar/Lukasiewicz08a,
  title = "Probabilistic Description Logic Programs under Inheritance with Overriding for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2008",
  journal = "International Journal of Approximate Reasoning",
  month = "September",
  number = "1",
  pages = "18--34",
  url = "http://dx.doi.org/10.1016/j.ijar.2007.08.005",
  volume = "49",
}
@article{DBLP:journals/ijar/Lukasiewicz08,
  title = "Logical Approaches to Imprecise Probabilities",
  author = "Thomas Lukasiewicz",
  year = "2008",
  journal = "International Journal of Approximate Reasoning",
  month = "September",
  number = "1",
  pages = "1--2",
  url = "http://dx.doi.org/10.1016/j.ijar.2007.08.004",
  volume = "49",
}
@article{DBLP:journals/ai/EiterILST08,
  title = "Combining Answer Set Programming with Description Logics for the Semantic Web",
  author = "Thomas Eiter and Giovambattista Ianni and Thomas Lukasiewicz and Roman Schindlauer and Hans Tompits",
  year = "2008",
  journal = "Artificial Intelligence",
  month = "August",
  note = "<font color="red">AIJ Prominent Paper Award 2013</font>",
  number = "12/13",
  pages = "1495--1539",
  url = "http://dx.doi.org/10.1016/j.artint.2008.04.002",
  volume = "172",
}
@article{DBLP:journals/fuin/Lukasiewicz08,
  title = "Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2008",
  journal = "Fundamenta Informaticae",
  month = "May",
  number = "3",
  pages = "289--310",
  url = "http://iospress.metapress.com/content/u12618q735057886/",
  volume = "82",
}
@article{DBLP:journals/ai/Lukasiewicz08,
  title = "Expressive Probabilistic Description Logics",
  author = "Thomas Lukasiewicz",
  year = "2008",
  journal = "Artificial Intelligence",
  month = "April",
  number = "6/7",
  pages = "852--883",
  url = "http://dx.doi.org/10.1016/j.artint.2007.10.017",
  volume = "172",
}
@article{DBLP:journals/ws/LukasiewiczS08,
  title = "Managing Uncertainty and Vagueness in Description Logics for the Semantic Web",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2008",
  journal = "Journal of Web Semantics",
  month = "November",
  number = "4",
  pages = "291-308",
  url = "http://dx.doi.org/10.1016/j.websem.2008.04.001",
  volume = "6",
}
@inbook{CostaLaskeyLukasiewicz2008,
  title = "Uncertainty Representation and Reasoning in the Semantic Web",
  author = "Paulo C. G. da Costa and Kathryn B. Laskey and Thomas Lukasiewicz",
  year = "2008",
  booktitle = "Semantic Web Engineering in the Knowledge Society",
  editor = "J. Cardoso and M. D. Lytras",
  month = "October",
  pages = "315-340",
  publisher = "Information Science Reference",
  url = "http://dx.doi.org/10.4018/978-1-60566-112-4.ch013",
}
@book{DBLP:conf/sum/2008,
  title = "Proceedings of the 2nd International Conference on Scalable Uncertainty Management, SUM 2008, Naples, Italy, October 1-3, 2008",
  year = "2008",
  editor = "Sergio Greco and Thomas Lukasiewicz",
  isbn = "978-3-540-87992-3",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-87993-0",
  volume = "5291",
}
@book{DBLP:conf/semweb/2007ursw-lncs,
  title = "Uncertainty Reasoning for the Semantic Web I, ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers",
  year = "2008",
  editor = "Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-540-89764-4",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-89765-1",
  volume = "5327",
}
@book{DBLP:conf/semweb/2008ursw,
  title = "Proceedings of the 4th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2008, Karlsruhe, Germany, October 26, 2008",
  year = "2008",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor P. Martin and Matthias Nickles and Michael Pool and Pavel Smrz",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-423/",
  volume = "423",
}
@book{DBLP:conf/semweb/2007ursw,
  title = "Proceedings of the 3rd ISWC Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2007, Busan, Korea, November 12, 2007",
  year = "2008",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Francis Fung and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Yun Peng and Michael Pool and Pavel Smrz and Peter Vojt{\'a}s",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-327/",
  volume = "327",
}
@inbook{DBLP:conf/semweb/CaliLPS08,
  title = "Rule-Based Approaches for Representing Probabilistic Ontology Mappings",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2008",
  booktitle = "Uncertainty Reasoning for the Semantic Web I, ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers",
  editor = "Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-540-89764-4",
  pages = "66-87",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-89765-1_5",
  volume = "5327",
}
@inbook{DBLP:conf/semweb/CaliL08,
  title = "An Approach to Probabilistic Data Integration for the Semantic Web",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz",
  year = "2008",
  booktitle = "Uncertainty Reasoning for the Semantic Web I, ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers",
  editor = "Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Matthias Nickles and Michael Pool",
  isbn = "978-3-540-89764-4",
  pages = "52-65",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-89765-1_4",
  volume = "5327",
}
@article{DBLP:journals/ijswis/LukasiewiczS08,
  title = "Tightly Coupled Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2008",
  journal = "International Journal on Semantic Web and Information Systems",
  number = "3",
  pages = "68--89",
  url = "http://dx.doi.org/10.4018/jswis.2008070104",
  volume = "4",
}
@article{J19,
  title = "Using Search Strategies and a Description Logic Paradigm with Conditional Preferences for Literature Search",
  author = "J\"{o}rg Schellhase and Thomas Lukasiewicz",
  year = "2008",
  journal = "International Journal of Metadata, Semantics and Ontologies",
  number = "1",
  pages = "68--83",
  url = "http://dx.doi.org/10.1504/IJMSO.2008.021206",
  volume = "3",
}
@inproceedings{DBLP:conf/semweb/CaliLPS07,
  title = "A Framework for Representing Ontology Mappings under Probabilities and Inconsistency",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2008",
  booktitle = "Proceedings of the 3rd ISWC Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2007, Busan, Korea, November 12, 2007",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Francis Fung and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Yun Peng and Michael Pool and Pavel Smrz and Peter Vojt{\'a}s",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-327/paper2.pdf",
  volume = "327",
}
@inproceedings{DBLP:conf/sum/dAmatoFL08,
  title = "Tractable Reasoning with Bayesian Description Logics",
  author = "Claudia d'Amato and Nicola Fanizzi and Thomas Lukasiewicz",
  year = "2008",
  booktitle = "Proceedings of the 2nd International Conference on Scalable Uncertainty Management, SUM 2008, Naples, Italy, October 1-3, 2008",
  editor = "Sergio Greco and Thomas Lukasiewicz",
  isbn = "978-3-540-87992-3",
  pages = "146-159",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-87993-0_13",
  volume = "5291",
}
@inproceedings{DBLP:conf/semweb/LukasiewiczR08,
  title = "Combining Boolean Games with the Power of Ontologies for Automated Multi-Attribute Negotiation in the Semantic Web",
  author = "Thomas Lukasiewicz and Azzurra Ragone",
  year = "2008",
  booktitle = "Proceedings of the 2nd International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, SMRR 2008, Karlsruhe, Germany, October 27, 2008",
  editor = "Rub{\'e}n Lara Hernandez and Tommaso Di Noia and Ioan Toma",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-416/paper5.pdf",
  volume = "416",
}
@inproceedings{DBLP:conf/semweb/FanizzidEL08,
  title = "Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations",
  author = "Nicola Fanizzi and Claudia d'Amato and Floriana Esposito and Thomas Lukasiewicz",
  year = "2008",
  booktitle = "Proceedings of the 4th International Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2008, Karlsruhe, Germany, October 26, 2008",
  editor = "Fernando Bobillo and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor P. Martin and Matthias Nickles and Michael Pool and Pavel Smrz",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-423/paper7.pdf",
  volume = "423",
}
@inproceedings{DBLP:conf/sebd/CaliLPS08,
  title = "Representing Ontology Mappings with Probabilistic Description Logics Programs",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2008",
  booktitle = "Proceedings of the 16th Italian Symposium on Advanced Database Systems, SEBD 2008, Mondello, Italy, June 22-25, 2008",
  editor = "Salvatore Gaglio and Ignazio Infantino and Domenico Sacc{\`a}",
  pages = "438-445",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/sebd08.pdf",
}
@inproceedings{DBLP:conf/foiks/CaliLPS08,
  title = "Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz and Livia Predoiu and Heiner Stuckenschmidt",
  year = "2008",
  booktitle = "Proceedings of the 5th International Symposium on the Foundations of Information and Knowledge Systems, FoIKS 2008, Pisa, Italy, February 11-15, 2008",
  editor = "Sven Hartmann and Gabriele Kern-Isberner",
  isbn = "978-3-540-77683-3",
  pages = "178-198",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-77684-0_14",
  volume = "4932",
}
@article{DBLP:journals/ws/LukasiewiczS07,
  title = "Variable-Strength Conditional Preferences for Ranking Objects in Ontologies",
  author = "Thomas Lukasiewicz and J\"{o}rg Schellhase",
  year = "2007",
  journal = "Journal of Web Semantics",
  month = "September",
  number = "3",
  pages = "180--194",
  url = "http://dx.doi.org/10.1016/j.websem.2007.06.001",
  volume = "5",
}
@article{DBLP:journals/ijar/Lukasiewicz07a,
  title = "Probabilistic Description Logic Programs",
  author = "Thomas Lukasiewicz",
  year = "2007",
  journal = "International Journal of Approximate Reasoning",
  month = "July",
  number = "2",
  pages = "288--307",
  url = "http://dx.doi.org/10.1016/j.ijar.2006.06.012",
  volume = "45",
}
@article{DBLP:journals/ijar/Lukasiewicz07,
  title = "Nonmonotonic Probabilistic Logics under Variable-Strength Inheritance with Overriding: Complexity, Algorithms, and Implementation",
  author = "Thomas Lukasiewicz",
  year = "2007",
  journal = "International Journal of Approximate Reasoning",
  month = "March",
  number = "3",
  pages = "301--321",
  url = "http://dx.doi.org/10.1016/j.ijar.2006.07.015",
  volume = "44",
}
@article{DBLP:journals/ijar/CanoCL07,
  title = "Reasoning with Imprecise Probabilities",
  author = "Andr{\'e}s Cano and Fabio Gagliardi Cozman and Thomas Lukasiewicz",
  year = "2007",
  journal = "International Journal of Approximate Reasoning",
  month = "March",
  number = "3",
  pages = "197--199",
  url = "http://dx.doi.org/10.1016/j.ijar.2006.09.001",
  volume = "44",
}
@inproceedings{DBLP:conf/ki/FinziL06a,
  title = "Adaptive Multi-agent Programming in GTGolog",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 29th German Conference on Artificial Intelligence, KI 2006, Bremen, Germany, June 14-17, 2006",
  editor = "Christian Freksa and Michael Kohlhase and Kerstin Schill",
  isbn = "978-3-540-69911-8",
  pages = "389-403",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-69912-5_29",
  volume = "4314",
}
@inproceedings{DBLP:conf/ki/FinziL06,
  title = "Game-Theoretic Agent Programming in Golog Under Partial Observability",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 29th German Conference on Artificial Intelligence, KI 2006, Bremen, Germany, June 14-17, 2006",
  editor = "Christian Freksa and Michael Kohlhase and Kerstin Schill",
  isbn = "978-3-540-69911-8",
  pages = "113-127",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-69912-5_10",
  volume = "4314",
}
@inproceedings{DBLP:conf/sum/Lukasiewicz07,
  title = "Tractable Probabilistic Description Logic Programs",
  author = "Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 1st International Conference on Scalable Uncertainty Management, SUM 2007, Washington, DC, USA, October 10-12, 2007",
  editor = "Henri Prade and V. S. Subrahmanian",
  isbn = "978-3-540-75407-7",
  pages = "143-156",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-75410-7_11",
  volume = "4772",
}
@inproceedings{DBLP:conf/sum/LukasiewiczS07,
  title = "Top-k Retrieval in Description Logic Programs Under Vagueness for the Semantic Web",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2007",
  booktitle = "Proceedings of the 1st International Conference on Scalable Uncertainty Management, SUM 2007, Washington, DC, USA, October 10-12, 2007",
  editor = "Henri Prade and V. S. Subrahmanian",
  isbn = "978-3-540-75407-7",
  pages = "16-30",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-75410-7_2",
  volume = "4772",
}
@inproceedings{DBLP:conf/rr/LukasiewiczS07,
  title = "Tightly Integrated Fuzzy Description Logic Programs Under the Answer Set Semantics for the Semantic Web",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2007",
  booktitle = "Proceedings of the 1st International Conference on Web Reasoning and Rule Systems, RR 2007, Innsbruck, Austria, June 7-8, 2007",
  editor = "Massimo Marchiori and Jeff Z. Pan and Christian de Sainte Marie",
  isbn = "978-3-540-72981-5",
  pages = "289-298",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-72982-2_23",
  volume = "4524",
}
@inproceedings{DBLP:conf/ijcai/FarinelliFL07,
  title = "Team Programming in Golog under Partial Observability",
  author = "Alessandro Farinelli and Alberto Finzi and Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 20th International Joint Conference on Artificial Intelligence, IJCAI 2007, Hyderabad, India, January 6-12, 2007",
  editor = "Manuela M. Veloso",
  pages = "2097-2102",
  url = "http://www.ijcai.org/papers07/Papers/IJCAI07-338.pdf",
}
@inproceedings{DBLP:conf/iclp/CaliL07,
  title = "Tightly Integrated Probabilistic Description Logic Programs for the Semantic Web",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 23rd International Conference on Logic Programming, ICLP 2007, Porto, Portugal, September 8-13, 2007",
  editor = "Ver{\'o}nica Dahl and Ilkka Niemel{\"a}",
  isbn = "978-3-540-74608-9",
  pages = "428-429",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-74610-2_30",
  volume = "4670",
}
@inproceedings{DBLP:conf/esws/Lukasiewicz07,
  title = "A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2007",
  booktitle = "Proceedings of the 4th European Semantic Web Conference, ESWC 2007, Innsbruck, Austria, June 3-7, 2007",
  editor = "Enrico Franconi and Michael Kifer and Wolfgang May",
  isbn = "978-3-540-72666-1",
  pages = "384-398",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-72667-8_28",
  volume = "4519",
}
@inproceedings{DBLP:conf/ecsqaru/LukasiewiczS07,
  title = "Description Logic Programs Under Probabilistic Uncertainty and Fuzzy Vagueness",
  author = "Thomas Lukasiewicz and Umberto Straccia",
  year = "2007",
  booktitle = "Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2007, Hammamet, Tunisia, October 31 - November 2, 2007",
  editor = "Khaled Mellouli",
  isbn = "978-3-540-75255-4",
  pages = "187-198",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-75256-1_19",
  volume = "4724",
}
@article{DBLP:journals/ai/EiterL06,
  title = "Causes and Explanations in the Structural-Model Approach: Tractable Cases",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2006",
  journal = "Artificial Intelligence",
  month = "May",
  number = "6/7",
  pages = "542--580",
  url = "http://dx.doi.org/10.1016/j.artint.2005.12.003",
  volume = "170",
}
@inproceedings{DBLP:conf/semweb/LukasiewiczS06,
  title = "Preferences, Links, and Probabilities for Ranking Objects in Ontologies",
  author = "Thomas Lukasiewicz and J{\"o}rg Schellhase",
  year = "2006",
  booktitle = "Proceedings of the 2nd ISWC Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2006, Athens, Georgia, USA, November 5, 2006",
  editor = "Paulo Cesar G. da Costa and Kathryn B. Laskey and Kenneth J. Laskey and Francis Fung and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-218/pos_paper3.pdf",
  volume = "218",
}
@inproceedings{DBLP:conf/semweb/CaliL06,
  title = "An Approach to Probabilistic Data Integration for the Semantic Web",
  author = "Andrea Cal\`{\i} and Thomas Lukasiewicz",
  year = "2006",
  booktitle = "Proceedings of the 2nd ISWC Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2006, Athens, Georgia, USA, November 5, 2006",
  editor = "Paulo Cesar G. da Costa and Kathryn B. Laskey and Kenneth J. Laskey and Francis Fung and Michael Pool",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  url = "http://ceur-ws.org/Vol-218/pos_paper4.pdf",
  volume = "218",
}
@inproceedings{DBLP:conf/ruleml/Lukasiewicz06,
  title = "Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2006",
  booktitle = "Proceedings of the 2nd International Conference on Rules and Rule Markup Languages for the Semantic Web, RuleML 2006, Athens, Georgia, USA, November 10-11, 2006",
  editor = "Thomas Eiter and Enrico Franconi and Ralph Hodgson and Susie Stephens",
  isbn = "0-7695-2652-7",
  pages = "89-96",
  publisher = "IEEE Computer Society",
  url = "http://doi.ieeecomputersociety.org/10.1109/RULEML.2006.12",
}
@inproceedings{DBLP:conf/kr/LukasiewiczS06,
  title = "Variable-Strength Conditional Preferences for Matchmaking in Description Logics",
  author = "Thomas Lukasiewicz and J{\"o}rg Schellhase",
  year = "2006",
  booktitle = "Proceedings of the 10th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2006, Lake District, UK, June 2-5, 2006",
  editor = "Patrick Doherty and John Mylopoulos and Christopher A. Welty",
  isbn = "978-1-57735-271-6",
  pages = "164-174",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/Library/KR/2006/kr06-019.php",
}
@inproceedings{DBLP:conf/esws/LukasiewiczS06,
  title = "Variable-Strength Conditional Preferences for Ranking Objects in Ontologies",
  author = "Thomas Lukasiewicz and J{\"o}rg Schellhase",
  year = "2006",
  booktitle = "Proceedings of the 3rd European Semantic Web Conference, ESWC 2006, Budva, Montenegro, June 11-14, 2006",
  editor = "York Sure and John Domingue",
  isbn = "3-540-34544-2",
  pages = "288-302",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/11762256_23",
  volume = "4011",
}
@inproceedings{DBLP:conf/ecai/FinziL06,
  title = "Adaptive Multi-Agent Programming in GTGolog",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2006",
  booktitle = "Proceedings of the 17th European Conference on Artificial Intelligence, ECAI 2006, Riva del Garda, Italy, August 29 - September 1, 2006",
  editor = "Gerhard Brewka and Silvia Coradeschi and Anna Perini and Paolo Traverso",
  isbn = "1-58603-642-4",
  pages = "753-754",
  publisher = "IOS Press",
  series = "Frontiers in Artificial Intelligence and Applications",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ecai06.pdf",
  volume = "141",
}
@article{DBLP:journals/ai/Lukasiewicz05,
  title = "Weak Nonmonotonic Probabilistic Logics",
  author = "Thomas Lukasiewicz",
  year = "2005",
  journal = "Artificial Intelligence",
  month = "October",
  number = "1/2",
  pages = "119--161",
  url = "http://dx.doi.org/10.1016/j.artint.2005.05.005",
  volume = "168",
}
@article{DBLP:journals/amai/BiazzoGLS05,
  title = "Probabilistic Logic under Coherence: Complexity and Algorithms",
  author = "Veronica Biazzo and Angelo Gilio and Thomas Lukasiewicz and Giuseppe Sanfilippo",
  year = "2005",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "October",
  number = "1/2",
  pages = "35--81",
  url = "http://dx.doi.org/10.1007/s10472-005-9005-y",
  volume = "45",
}
@article{DBLP:journals/synthese/Lukasiewicz05,
  title = "Nonmonotonic Probabilistic Reasoning under Variable-Strength Inheritance with Overriding",
  author = "Thomas Lukasiewicz",
  year = "2005",
  journal = "Synthese",
  number = "1/2",
  pages = "153--169",
  url = "http://dx.doi.org/10.1007/s11229-005-9082-9",
  volume = "146",
}
@inproceedings{FinziLukasiewicz2005,
  title = "Game-Theoretic Agent Programming in Golog under Partial Observability",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the IJCAI-2005 Workshop on Game-Theoretic and Decision-Theoretic Agents, GTDT 2005, Edinburgh, Scotland, UK, July 2005",
  editor = "P. Gmytrasiewicz and S. Parsons",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/gtdt05.pdf",
}
@inproceedings{DBLP:conf/semweb/Lukasiewicz05,
  title = "Stratified Probabilistic Description Logic Programs",
  author = "Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the ISWC Workshop on Uncertainty Reasoning for the Semantic Web, URSW 2005, Galway, Ireland, November 7, 2005",
  editor = "Paulo Cesar G. da Costa and Kathryn B. Laskey and Kenneth J. Laskey and Michael Pool",
  pages = "87-97",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ursw05.pdf",
}
@inproceedings{DBLP:conf/lpnmr/FinziL05,
  title = "Game-Theoretic Reasoning About Actions in Nonmonotonic Causal Theories",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the 8th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2005, Diamante, Italy, September 5-8, 2005",
  editor = "Chitta Baral and Gianluigi Greco and Nicola Leone and Giorgio Terracina",
  isbn = "3-540-28538-5",
  pages = "185-197",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/11546207_15",
  volume = "3662",
}
@inproceedings{DBLP:conf/isipta/Lukasiewicz05,
  title = "Nonmonotonic Probabilistic Logics under Variable-Strength Inheritance with Overriding: Algorithms and Implementation in NMPROBLOG",
  author = "Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the 4th International Symposium on Imprecise Probabilities and their Applications, ISIPTA 2005, Pittsburgh, PA, USA, July 20-23, 2005",
  editor = "Fabio Gagliardi Cozman and Robert Nau and Teddy Seidenfeld",
  pages = "230-239",
  publisher = "SIPTA",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/isipta05.pdf",
}
@inproceedings{DBLP:conf/ecsqaru/Lukasiewicz05,
  title = "Probabilistic Description Logic Programs",
  author = "Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2005, Barcelona, Spain, July 6-8, 2005",
  editor = "Lluis Godo",
  isbn = "3-540-27326-3",
  pages = "737-749",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/11518655_62",
  volume = "3571",
}
@inproceedings{DBLP:conf/atal/FinziL05,
  title = "Game-Theoretic Golog under Partial Observability",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2005",
  booktitle = "Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2005, Utrecht, The Netherlands, July 25-29, 2005",
  editor = "Frank Dignum and Virginia Dignum and Sven Koenig and Sarit Kraus and Munindar P. Singh and Michael Wooldridge",
  isbn = "1-59593-094-9",
  pages = "1301-1302",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/1082473.1082743",
}
@article{DBLP:journals/ai/Kern-IsbernerL04,
  title = "Combining Probabilistic Logic Programming with the Power of Maximum Entropy",
  author = "Gabriele Kern-Isberner and Thomas Lukasiewicz",
  year = "2004",
  journal = "Artificial Intelligence",
  month = "August",
  number = "1/2",
  pages = "139--202",
  url = "http://dx.doi.org/10.1016/j.artint.2004.04.003",
  volume = "157",
}
@article{DBLP:journals/ai/EiterL04,
  title = "Complexity Results for Explanations in the Structural-Model Approach",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2004",
  journal = "Artificial Intelligence",
  month = "April",
  number = "1/2",
  pages = "145--198",
  url = "http://dx.doi.org/10.1016/j.artint.2003.06.002",
  volume = "154",
}
@inproceedings{DBLP:conf/ruleml/EiterLST04,
  title = "Well-Founded Semantics for Description Logic Programs in the Semantic Web",
  author = "Thomas Eiter and Thomas Lukasiewicz and Roman Schindlauer and Hans Tompits",
  year = "2004",
  booktitle = "Proceedings of the 3rd International Workshop on Rules and Rule Markup Languages for the Semantic Web, RuleML 2004, Hiroshima, Japan, November 8, 2004",
  editor = "Grigoris Antoniou and Harold Boley",
  isbn = "3-540-23842-5",
  pages = "81-97",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-30504-0_7",
  volume = "3323",
}
@inproceedings{DBLP:conf/nmr/IocchiLNR04,
  title = "Qualitative and Probabilistic Uncertainty in Reasoning about Actions with Sensing",
  author = "Luca Iocchi and Thomas Lukasiewicz and Daniele Nardi and Riccardo Rosati",
  year = "2004",
  booktitle = "Proceedings of the 10th International Workshop on Non-Monotonic Reasoning, NMR 2004, Whistler, Canada, June 6-8, 2004",
  editor = "James P. Delgrande and Torsten Schaub",
  isbn = "92-990021-0-X",
  pages = "240-248",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ufn04.pdf",
}
@inproceedings{DBLP:conf/kr/EiterLST04,
  title = "Combining Answer Set Programming with Description Logics for the Semantic Web",
  author = "Thomas Eiter and Thomas Lukasiewicz and Roman Schindlauer and Hans Tompits",
  year = "2004",
  booktitle = "Proceedings of the 9th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2004, Whistler, Canada, June 2-5, 2004",
  editor = "Didier Dubois and Christopher A. Welty and Mary-Anne Williams",
  isbn = "1-57735-199-1",
  pages = "141-151",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/Library/KR/2004/kr04-017.php",
}
@inproceedings{DBLP:conf/kr/Lukasiewicz04,
  title = "Weak Nonmonotonic Probabilistic Logics",
  author = "Thomas Lukasiewicz",
  year = "2004",
  booktitle = "Proceedings of the 9th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2004, Whistler, Canada, June 2-5, 2004",
  editor = "Didier Dubois and Christopher A. Welty and Mary-Anne Williams",
  isbn = "1-57735-199-1",
  pages = "23-33",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/Library/KR/2004/kr04-005.php",
}
@inproceedings{DBLP:conf/jelia/FinziL04,
  title = "Relational Markov Games",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2004",
  booktitle = "Proceedings of the 9th European Conference on Logics in Artificial Intelligence, JELIA 2004, Lisbon, Portugal, September 27-30, 2004",
  editor = "Jos{\'e} J{\'u}lio Alferes and Jo{\~a}o Alexandre Leite",
  isbn = "3-540-23242-7",
  pages = "320-333",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-30227-8_28",
  volume = "3229",
}
@inproceedings{DBLP:conf/ecai/IocchiLNR04,
  title = "Reasoning about Actions with Sensing under Qualitative and Probabilistic Uncertainty",
  author = "Luca Iocchi and Thomas Lukasiewicz and Daniele Nardi and Riccardo Rosati",
  year = "2004",
  booktitle = "Proceedings of the 16th European Conference on Artificial Intelligence, ECAI 2004, Valencia, Spain, August 22-27, 2004",
  editor = "Ramon L{\'o}pez de M{\'a}ntaras and Lorenza Saitta",
  isbn = "1-58603-452-9",
  pages = "818-822",
  publisher = "IOS Press",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ecai04.pdf",
}
@inproceedings{DBLP:conf/ecai/FinziL04,
  title = "Game-Theoretic Agent Programming in Golog",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2004",
  booktitle = "Proceedings of the 16th Eureopean Conference on Artificial Intelligence, ECAI 2004, Valencia, Spain, August 22-27, 2004",
  editor = "Ramon L{\'o}pez de M{\'a}ntaras and Lorenza Saitta",
  isbn = "1-58603-452-9",
  pages = "23-27",
  publisher = "IOS Press",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ecai04b.pdf",
}
@article{KernIsbernerLW2003,
  title = "Issues in Uncertainty in AI",
  author = "Gabriele Kern-Isberner and Thomas Lukasiewicz and Emil Weydert",
  year = "2003",
  journal = "International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems",
  month = "November",
  number = "supp02",
  pages = "v-vi",
  url = "http://dx.doi.org/10.1142/S0218488503002405",
  volume = "11",
}
@article{DBLP:journals/tkde/BiazzoGLS03,
  title = "Temporal Probabilistic Object Bases",
  author = "Veronica Biazzo and Rosalba Giugno and Thomas Lukasiewicz and V. S. Subrahmanian",
  year = "2003",
  journal = "IEEE Transactions on Knowledge and Data Engineering (TKDE)",
  month = "July/August",
  number = "4",
  pages = "921--939",
  url = "http://csdl.computer.org/comp/trans/tk/2003/04/k0921abs.htm",
  volume = "15",
}
@inproceedings{DBLP:conf/uai/FinziL03,
  title = "Structure-Based Causes and Explanations in the Independent Choice Logic",
  author = "Alberto Finzi and Thomas Lukasiewicz",
  year = "2003",
  booktitle = "Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, UAI 2003, Acapulco, Mexico, August 7-10, 2003",
  editor = "Christopher Meek and Uffe Kj{\ae}rulff",
  isbn = "0-127-05664-5",
  pages = "225-232",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=933&proceeding_id=19",
}
@inproceedings{DBLP:conf/uai/EiterL03,
  title = "Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2003",
  booktitle = "Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, UAI 2003, Acapulco, Mexico, August 7-10, 2003",
  editor = "Christopher Meek and Uffe Kj{\ae}rulff",
  isbn = "0-127-05664-5",
  pages = "192-199",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=929&proceeding_id=19",
}
@inproceedings{DBLP:conf/ecsqaru/Lukasiewicz03,
  title = "Probabilistic Lexicographic Entailment under Variable-Strength Inheritance with Overriding",
  author = "Thomas Lukasiewicz",
  year = "2003",
  booktitle = "Proceedings of the 7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2003, Aalborg, Denmark, July 2-5, 2003",
  editor = "Thomas D. Nielsen and Nevin Lianwen Zhang",
  isbn = "3-540-40494-5",
  pages = "576-587",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/978-3-540-45062-7_47",
  volume = "2711",
}
@article{DBLP:journals/amai/Lukasiewicz02,
  title = "Probabilistic Default Reasoning with Conditional Constraints",
  author = "Thomas Lukasiewicz",
  year = "2002",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "March",
  number = "1--3",
  pages = "35--88",
  url = "http://dx.doi.org/10.1023/A:1014445017537",
  volume = "34",
}
@article{DBLP:journals/ai/EiterL02,
  title = "Complexity Results for Structure-Based Causality",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2002",
  journal = "Artificial Intelligence",
  month = "November",
  number = "1",
  pages = "53--89",
  url = "http://dx.doi.org/10.1016/S0004-3702(02)00271-0",
  volume = "142",
}
@article{DBLP:journals/jancl/BiazzoGLS02,
  title = "Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning in System P",
  author = "Veronica Biazzo and Angelo Gilio and Thomas Lukasiewicz and Giuseppe Sanfilippo",
  year = "2002",
  journal = "Journal of Applied Non-Classical Logics",
  number = "2",
  pages = "189--213",
  url = "http://dx.doi.org/10.3166/jancl.12.189-213",
  volume = "12",
}
@inproceedings{DBLP:conf/uai/EiterL02,
  title = "Causes and Explanations in the Structural-Model Approach : Tractable Cases",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2002",
  booktitle = "Proceedings of the 18th Conference on Uncertainty in Artificial Intelligence, UAI 2002, Edmonton, Alberta, Canada, August 1-4, 2002",
  editor = "Adnan Darwiche and Nir Friedman",
  isbn = "1-55860-897-4",
  pages = "146-153",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=855&proceeding_id=18",
}
@inproceedings{DBLP:conf/nmr/Lukasiewicz02,
  title = "Nonmonotonic Probabilistic Logics between Model-Theoretic Probabilistic Logic and Probabilistic Logic under Coherence",
  author = "Thomas Lukasiewicz",
  year = "2002",
  booktitle = "Proceedings of the 9th International Workshop on Non-Monotonic Reasoning, NMR 2002, Toulouse, France, April 19-21, 2002",
  editor = "Salem Benferhat and Enrico Giunchiglia",
  pages = "265-274",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/nmr02.pdf",
}
@inproceedings{DBLP:conf/kr/EiterL02,
  title = "Complexity Results for Explanations in the Structural-Model Approach",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2002",
  booktitle = "Proceedings of the 8th International Conference on Principles and Knowledge Representation and Reasoning, KR 2002, Toulouse, France, April 22-25, 2002",
  editor = "Dieter Fensel and Fausto Giunchiglia and Deborah L. McGuinness and Mary-Anne Williams",
  isbn = "1-55860-554-1",
  pages = "49-60",
  publisher = "Morgan Kaufmann",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/KR-50.pdf",
}
@inproceedings{DBLP:conf/jelia/GiugnoL02,
  title = "P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for Probabilistic Ontologies in the Semantic Web",
  author = "Rosalba Giugno and Thomas Lukasiewicz",
  year = "2002",
  booktitle = "Proceedings of the 8th European Conference on Logics in Artificial Intelligence, JELIA 2002, Cosenza, Italy, September 23-26, 2002",
  editor = "Sergio Flesca and Sergio Greco and Nicola Leone and Giovambattista Ianni",
  isbn = "3-540-44190-5",
  pages = "86-97",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-45757-7_8",
  volume = "2424",
}
@article{DBLP:journals/tods/EiterLLS01,
  title = "Probabilistic Object Bases",
  author = "Thomas Eiter and James J. Lu and Thomas Lukasiewicz and V. S. Subrahmanian",
  year = "2001",
  journal = "ACM Transactions on Database Systems (TODS)",
  month = "September",
  number = "3",
  pages = "264--312",
  url = "http://doi.acm.org/10.1145/502030.502031",
  volume = "26",
}
@article{DBLP:journals/tocl/Lukasiewicz01,
  title = "Probabilistic Logic Programming with Conditional Constraints",
  author = "Thomas Lukasiewicz",
  year = "2001",
  journal = "ACM Transactions on Computational Logic (TOCL)",
  month = "July",
  number = "3",
  pages = "289--339",
  url = "http://doi.acm.org/10.1145/377978.377983",
  volume = "2",
}
@article{DBLP:journals/amai/EiterLW01,
  title = "A Data Model and Algebra for Probabilistic Complex Values",
  author = "Thomas Eiter and Thomas Lukasiewicz and Michael Walter",
  year = "2001",
  journal = "Annals of Mathematics and Artificial Intelligence",
  month = "December",
  number = "2--4",
  pages = "205--252",
  url = "http://dx.doi.org/10.1023/A:1013121110704",
  volume = "33",
}
@inproceedings{DBLP:conf/uai/Lukasiewicz01,
  title = "Probabilistic Logic Programming under Inheritance with Overriding",
  author = "Thomas Lukasiewicz",
  year = "2001",
  booktitle = "Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, UAI 2001, Seattle, Washington, USA, August 2-5, 2001",
  editor = "Jack S. Breese and Daphne Koller",
  isbn = "1-55860-800-1",
  pages = "329-336",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=116&proceeding_id=17",
}
@inproceedings{DBLP:conf/lpnmr/Lukasiewicz01,
  title = "Fixpoint Characterizations for Many-Valued Disjunctive Logic Programs with Probabilistic Semantics",
  author = "Thomas Lukasiewicz",
  year = "2001",
  booktitle = "Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2001, Vienna, Austria, September 17-19, 2001",
  editor = "Thomas Eiter and Wolfgang Faber and Miroslaw Truszczynski",
  isbn = "3-540-42593-4",
  pages = "336-350",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-45402-0_25",
  volume = "2173",
}
@inproceedings{DBLP:conf/isipta/BiazzoGLS01,
  title = "Probabilistic Logic under Coherence: Complexity and Algorithms",
  author = "Veronica Biazzo and Angelo Gilio and Thomas Lukasiewicz and Giuseppe Sanfilippo",
  year = "2001",
  booktitle = "Proceedings of the 2nd International Symposium on Imprecise Probabilities and their Applications, ISIPTA 2001, Ithaca, NY, USA, June 26-29, 2001",
  editor = "Gert De Cooman and Terrence Fine and Teddy Seidenfeld",
  isbn = "90-423-0130-9",
  pages = "51-61",
  publisher = "Shaker",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/isipta01.ps.gz",
}
@inproceedings{DBLP:conf/ijcai/EiterL01,
  title = "Complexity Results for Structure-Based Causality",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2001",
  booktitle = "Proceedings of the 17th International Joint Conference on Artificial Intelligence, IJCAI 2001, Seattle, Washington, USA, August 4-10, 2001",
  editor = "Bernhard Nebel",
  isbn = "1-55860-777-3",
  note = "<font color="red">IJCAI-01 Distinguished Paper Award</font> (best paper of 796 submitted and 197 accepted papers at IJCAI-01).",
  pages = "35-42",
  publisher = "Morgan Kaufmann",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ijcai01.ps.gz",
}
@inproceedings{DBLP:conf/ecsqaru/BiazzoGLS01,
  title = "Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning",
  author = "Veronica Biazzo and Angelo Gilio and Thomas Lukasiewicz and Giuseppe Sanfilippo",
  year = "2001",
  booktitle = "Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2001, Toulouse, France, September 19-21, 2001",
  editor = "Salem Benferhat and Philippe Besnard",
  isbn = "3-540-42464-4",
  pages = "290-302",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-44652-4_26",
  volume = "2143",
}
@article{DBLP:journals/ai/EiterL00,
  title = "Default Reasoning from Conditional Knowledge Bases: Complexity and Tractable Cases",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2000",
  journal = "Artificial Intelligence",
  month = "December",
  number = "2",
  pages = "169--241",
  url = "http://dx.doi.org/10.1016/S0004-3702(00)00073-4",
  volume = "124",
}
@inproceedings{Lukasiewicz2000,
  title = "Probabilistic Default Reasoning with Conditional Constraints",
  author = "Thomas Lukasiewicz",
  year = "2000",
  booktitle = "Proceedings of the 8th International Workshop on Non-Monotonic Reasoning, NMR 2000, Breckenridge, Colorado, USA, April 2000",
  editor = "C. Baral and M. Truszczynski",
  journal = "Linköping Electronic Articles in Computer and Information Science",
  number = "024",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/nmr00.ps.gz",
  volume = "5",
}
@inproceedings{DBLP:conf/uai/Lukasiewicz00,
  title = "Credal Networks under Maximum Entropy",
  author = "Thomas Lukasiewicz",
  year = "2000",
  booktitle = "Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, UAI 2000, Stanford, California, USA, June 30 - July 3, 2000",
  editor = "Craig Boutilier and Mois{\'e}s Goldszmidt",
  isbn = "1-55860-709-9",
  pages = "363-370",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=43&proceeding_id=16",
}
@inproceedings{DBLP:conf/kr/EiterL00,
  title = "Complexity Results for Default Reasoning from Conditional Knowledge Bases",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2000",
  booktitle = "Proceedings of the 7th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2000, Breckenridge, Colorado, USA, April 11-15, 2000",
  editor = "Anthony G. Cohn and Fausto Giunchiglia and Bart Selman",
  pages = "62-73",
  publisher = "Morgan Kaufmann",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/kr00.ps.gz",
}
@inproceedings{DBLP:conf/jelia/EiterL00,
  title = "New Tractable Cases in Default Reasoning from Conditional Knowledge Bases",
  author = "Thomas Eiter and Thomas Lukasiewicz",
  year = "2000",
  booktitle = "Proceedings of the 7th European Workshop on Logics in Artificial Intelligence, JELIA 2000, Malaga, Spain, September 29 - October 2, 2000",
  editor = "Manuel Ojeda-Aciego and Inman P. de Guzm{\'a}n and Gerhard Brewka and Lu\'{\i}s Moniz Pereira",
  isbn = "3-540-41131-3",
  pages = "313-328",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-40006-0_22",
  volume = "1919",
}
@inproceedings{DBLP:conf/foiks/EiterLW00,
  title = "Extension of the Relational Algebra to Probabilistic Complex Values",
  author = "Thomas Eiter and Thomas Lukasiewicz and Michael Walter",
  year = "2000",
  booktitle = "Proceedings of the 1st International Symposium on the Foundations of Information and Knowledge Systems, FoIKS 2000, Burg, Germany, February 14-17, 2000",
  editor = "Klaus-Dieter Schewe and Bernhard Thalheim",
  isbn = "3-540-67100-5",
  pages = "94-115",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-46564-2_7",
  volume = "1762",
}
@article{DBLP:journals/ijar/Lukasiewicz99,
  title = "Local Probabilistic Deduction from Taxonomic and Probabilistic Knowledge-Bases over Conjunctive Events",
  author = "Thomas Lukasiewicz",
  year = "1999",
  journal = "International Journal of Approximate Reasoning",
  month = "May",
  number = "1",
  pages = "23--61",
  url = "http://dx.doi.org/10.1016/S0888-613X(99)00006-7",
  volume = "21",
}
@article{DBLP:journals/jair/Lukasiewicz99,
  title = "Probabilistic Deduction with Conditional Constraints over Basic Events",
  author = "Thomas Lukasiewicz",
  year = "1999",
  journal = "Journal of Artificial Intelligence Research (JAIR)",
  month = "April",
  pages = "199--241",
  url = "http://dx.doi.org/10.1613/jair.577",
  volume = "10",
}
@inproceedings{DBLP:conf/csl/Lukasiewicz98,
  title = "Many-Valued First-Order Logics with Probabilistic Semantics",
  author = "Thomas Lukasiewicz",
  year = "1999",
  booktitle = "Proceedings of the 12th International Workshop on Computer Science Logic, CSL 1998, Annual Conference of the EACSL, Brno, Czech Republic, August 24-28, 1998",
  editor = "Georg Gottlob and Etienne Grandjean and Katrin Seyr",
  isbn = "3-540-65922-6",
  pages = "415-429",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/10703163_28",
  volume = "1584",
}
@inproceedings{DBLP:conf/lpnmr/Lukasiewicz99,
  title = "Many-Valued Disjunctive Logic Programs with Probabilistic Semantics",
  author = "Thomas Lukasiewicz",
  year = "1999",
  booktitle = "Proceedings of the 5th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 1999, El Paso, Texas, USA, December 2-4, 1999",
  editor = "Michael Gelfond and Nicola Leone and Gerald Pfeifer",
  isbn = "3-540-66749-0",
  pages = "277-289",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-46767-X_20",
  volume = "1730",
}
@inproceedings{DBLP:conf/ismvl/Lukasiewicz99,
  title = "Probabilistic and Truth-Functional Many-Valued Logic Programming",
  author = "Thomas Lukasiewicz",
  year = "1999",
  booktitle = "Proceedings of the 29th IEEE International Symposium on Multiple-Valued Logic, ISMVL 1999, Freiburg, Germany, May 20-22, 1999",
  pages = "236-241",
  publisher = "IEEE Computer Society",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ismvl99.ps.gz",
}
@inproceedings{DBLP:conf/ecsqaru/LukasiewiczK99,
  title = "Probabilistic Logic Programming under Maximum Entropy",
  author = "Thomas Lukasiewicz and Gabriele Kern-Isberner",
  year = "1999",
  booktitle = "Proceedings of the 5th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, ECSQARU 1999, London, UK, July 5-9, 1999",
  editor = "Anthony Hunter and Simon Parsons",
  isbn = "3-540-66131-X",
  pages = "279-292",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-48747-6_26",
  volume = "1638",
}
@inproceedings{DBLP:conf/uai/Lukasiewicz98,
  title = "Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge",
  author = "Thomas Lukasiewicz",
  year = "1998",
  booktitle = "Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence, UAI 1998, Madison, Wisconsin, USA, July 24-26, 1998",
  editor = "Gregory F. Cooper and Seraf\'{\i}n Moral",
  isbn = "1-55860-555-X",
  pages = "354-361",
  publisher = "Morgan Kaufmann",
  url = "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=267&proceeding_id=14",
}
@inproceedings{DBLP:conf/kr/Lukasiewicz98,
  title = "Probabilistic Deduction with Conditional Constraints over Basic Events",
  author = "Thomas Lukasiewicz",
  year = "1998",
  booktitle = "Proceedings of the 6th International Conference on Principles of Knowledge Representation and Reasoning, KR 1998, Trento, Italy, June 2-5, 1998",
  editor = "Anthony G. Cohn and Lenhart K. Schubert and Stuart C. Shapiro",
  pages = "380-393",
  publisher = "Morgan Kaufmann",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/kr98.ps.gz",
}
@inproceedings{DBLP:conf/ecai/Lukasiewicz98,
  title = "Probabilistic Logic Programming",
  author = "Thomas Lukasiewicz",
  year = "1998",
  booktitle = "Proceedings of the 13th European Conference on Artificial Intelligence, ECAI 1998, Brighton, UK, August 1998",
  pages = "388-392",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/ecai98.ps.gz",
}
@inproceedings{DBLP:conf/cikm/Lukasiewicz97,
  title = "Efficient Global Probabilistic Deduction from Taxonomic and Probabilistic Knowledge-Bases over Conjunctive Events",
  author = "Thomas Lukasiewicz",
  year = "1997",
  booktitle = "Proceedings of the 6th International Conference on Information and Knowledge Management, CIKM 1997, Las Vegas, Nevada, November 10-14, 1997",
  editor = "Forouzan Golshani and Kia Makki",
  isbn = "0-89791-970-X",
  pages = "75-82",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/266714.266863",
}
@inproceedings{DBLP:conf/ecsqaru/Lukasiewicz95,
  title = "Uncertain Reasoning in Concept Lattices",
  author = "Thomas Lukasiewicz",
  year = "1995",
  booktitle = "Proceedings of the 3rd European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, ECSQARU 1995, Fribourg, Switzerland, July 3-5, 1995",
  editor = "Christine Froidevaux and J{\"u}rg Kohlas",
  isbn = "3-540-60112-0",
  pages = "293-300",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "http://dx.doi.org/10.1007/3-540-60112-0_34",
  volume = "946",
}
@inproceedings{DBLP:conf/cikm/LukasiewiczKKG95,
  title = "Taxonomic and Uncertain Integrity Constraints in Object-Oriented Databases - the TOP Approach",
  author = "Thomas Lukasiewicz and Werner Kie{\ss}ling and Gerhard K{\"o}stler and Ulrich G{\"u}ntzer",
  year = "1995",
  booktitle = "Proceedings of the 4th International Conference on Information and Knowledge Management, CIKM 1995, Baltimore, Maryland, USA, November 28 - December 2, 1995",
  editor = "Niki Pissinou and Avi Silberschatz and E. K. Park and Kia Makki",
  isbn = "0-89791-812-6",
  pages = "241-249",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/221270.221580",
}
@inproceedings{Lukasiewicz1994,
  title = "The TOP Database Model - Taxonomy, Object-Orientation and Probability",
  author = "Werner Kie\ss{}ling and Thomas Lukasiewicz and Gerhard K\"{o}stler and Ulrich G\"{u}ntzer",
  year = "1994",
  booktitle = "Proceedings of the International Workshop on Uncertainty in Databases and Deductive Systems, Ithaca, New York, USA, November 1994",
  pages = "71-82",
  url = "http://www.kr.tuwien.ac.at/staff/lukasiew/wudds94.ps.gz",
}