@article{ImbalClass-InfSci,
  title = "An Insight into Classification with Imbalanced Data: Empirical Results and Current Trends on Using Data Intrinsic Characteristics",
  author = "V. Lopez and A. Fernandez and S. Garcia and V. Palade and F. Herrera",
  year = "2013",
  journal = "Information Sciences",
  note = "{in press 2013}",
  url = "http://www.sciencedirect.com/science/article/pii/S0020025513005124",
}
@article{PSO-ED,
  title = "Solving the Power Economic Dispatch Problem with Generator Constraints by Random Drift Particle Swarm Optimization",
  author = "J. Sun and V. Palade and X. Wu and W. Fang and Z. Wang",
  year = "2013",
  journal = "{IEEE Trans. on Industrial Informatics}",
  note = "{in press, available online}",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6527973&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A4389054%29%26pageNumber%3D3",
}
@article{DSEM,
  title = "Dense Structural Expectation Maximisation with Parallelisation for Efficient Large-Network Structural Inference",
  author = "C. Fogelberg and V. Palade",
  year = "2013",
  journal = "{International Journal on Artificial Intelligence Tools}",
  number = "3",
  url = "http://dx.doi.org/10.1142/S0218213013500115",
  volume = "22",
}
@inbook{imbalanceSVM,
  title = "Class Imbalance Learning Methods for Support Vector Machines",
  author = "R. Batuwita and V. Palade",
  year = "2013",
  booktitle = "{ “Imbalanced Learning: Foundations, Algorithms, and Applications”, Haibo He and Yunqian Ma (Eds.), Wiley, (book chapter)}",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Class-Imbalance-SVM.pdf",
}
@book{webuseranalysis,
  title = "Advanced Techniques in Web Intelligence -2: Web User Browsing Behaviour and Preference Analysis",
  author = "J.D. Velasquez and V. Palade and L.C. Jain (Eds.)",
  year = "2012",
  publisher = "Springer",
}
@conference{GP-QPSO,
  title = "Modeling and Optimization of Fermentation Processes with  Genetic Programming and Quantum-Behaved Particle Swarm Optimization",
  author = "J. Sun and V. Palade and X. Wu",
  year = "2012",
  booktitle = "{CIMA Workshop - European Conference on Artficial Intelligence 2012, Montepellier - France, Aug. 2012}",
}
@article{{TMODE-QPSO},
  title = "{Tracking Multiple Optima in Dynamic Environments by Quantum-Behavior Particle Swarm using Speciation}",
  author = "J. Zhao and J. Sun and V. Palade",
  year = "2012",
  journal = "{International Journal of Swarm Intelligence Research}",
  number = "1",
  pages = "55-76",
  volume = "3",
}
@article{QPSO-InfSci,
  title = "{Convergence Analysis and Improvements of Quantum-Behaved Particle Swarm Optimization}",
  author = "J. Sun and X. Wu and V. Palade and W. Fang and C.-H. Lai and W. Xu",
  year = "2012",
  journal = "{Information Sciences}",
  note = "{accepted, in print}",
  pages = "81-103",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/ConvergenceofQPSO.pdf",
  volume = "193",
}
@article{AGm,
  title = "{Adjusted Geometric-mean: A Novel Performance Measure for Imbalanced Bioinformatics Datasets Learning}",
  author = "R. Batuwita and V. Palade",
  year = "2012",
  journal = "Journal of Bioinformatics and Computational Biology",
  number = "4",
  url = "http://www.worldscientific.com/doi/pdf/10.1142/S0219720012500035",
  volume = "10",
}
@article{IEEE-TII,
  title = "Selection of Significant On-Road Sensor Data for Short-Term Traffic Flow Forecasting Using the Taguchi Method.",
  author = "K.Y. Chan and S. Khadem and T. S. Dillon and V. Palade and J. Singh and E.Chang",
  year = "2012",
  journal = "{IEEE Transactions on Industrial Informatics}",
  number = "2",
  pages = "255-266",
  volume = "8",
}
@article{JASIST,
  title = "Using Structural Information and Citation Evidence to Detect Significant Plagiarism Cases in Scientific Publications",
  author = "S. Alzahrani and V. Palade and N. Salim and A. Abraham",
  year = "2012",
  journal = "{Journal of the American Society for Information Science and Technology}",
  number = "2",
  pages = "286-312",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/JASIST_final.pdf",
  volume = "63",
}
@article{QPSO,
  title = "{Quantum-Behaved Particle Swarm Optimization: Analysis of the Individual Particle’s Behavior and Parameter Selection}",
  author = "J. Sun and W. Fang and X. Wu and V. Palade and X. Wenbo",
  year = "2012",
  journal = "{Evolutionary Computation}",
  number = "3",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Evol_Comp_Published_Sun_et_al.pdf",
  volume = "20",
}
@conference{iPlag,
  title = "iPlag: Intelligent Plagiarism Reasoner in Scientific Publications",
  author = "S. Alzahrani and N. Salim and A. Abraham and Vasile Palade",
  year = "2011",
  booktitle = "Proc. of IEEE WICT 2011, Mumbai -India, Dec 11-14, 2011",
}
@conference{AD-Slot-ACO,
  title = "Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm",
  author = "Vasile Palade and Soumya Banerjee",
  year = "2011",
  booktitle = "{Proc. of ICMLA 2011 - The 10th IEEE Int. Conf. on Machine Learning and Applications, Honolulu, USA, 18-21 Dec. 2011}",
  pages = "263-268",
  volume = "2",
}
@article{QPSO-AMC,
  title = "{Quantum-Behaved Particle Swarm Optimization with Gaussian Distributed Local Attractor Point}",
  author = "J. Sun and W. Fang and V. Palade and X. Wu and W. Xu",
  year = "2011",
  journal = "{Applied Mathematics and Computation (Elsevier)}",
  number = "7",
  pages = "3763-3775",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/AMC.pdf",
  volume = "218",
}
@article{{BMCGen},
  title = "Building Interpretable Fuzzy Models for High Dimensional Data Analysis in Cancer Diagnosis",
  author = "Z. Wang and V. Palade",
  year = "2011",
  journal = "BMC Genomics",
  number = "12(S2):S5",
  url = "http://www.biomedcentral.com/content/pdf/1471-2164-12-S2-S5.pdf",
}
@article{Fuzzy-characte-recogn,
  title = "A customizable fuzzy system for offline handwritten character recognition",
  author = "R. Batuwita and V. Palade and D. C. Bandara",
  year = "2011",
  journal = "{International Journal on Artificial Intelligence Tools}",
  number = "3",
  pages = "425-455",
  url = "http://www.worldscinet.com/ijait/20/2003/S021821301100022X.html",
  volume = "20",
}
@article{ENN,
  title = "Ensemble of Elman Neural Networks and Support Vector Machines for Reverse Engineering of Gene Regulatory Networks",
  author = "S.I. Ao and V. Palade",
  year = "2011",
  journal = "{Applied Soft Computing}",
  number = "2",
  pages = "1718-1726",
  volume = "11",
}
@inproceedings{Resampling,
  title = "Efficient resampling methods for training support vector machines with imbalanced datasets",
  author = "R. Batuwita and V. Palade",
  year = "2010",
  booktitle = "{Proc. of IJCNN 2010, 2010 IEEE World Congress on Comp. Intelligence - WCCI 2010, Barcelona - Spain, July 2010}",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Resampling_methods_SVM.pdf",
}
@conference{GreenSim,
  title = "GreenSim: A network simulator for comprehensively validating and evaluating new machine learning techniques for network structural inference",
  author = "Christopher Fogelberg and Vasile Palade",
  year = "2010",
  note = "in Proc. of 22nd IEEE Int. Conf. on Tools with Artificial Intelligence - ICTAI 2010, Arras - France, Oct. 2010",
}
@article{FSVM-CI,
  title = "FSVM-CI: Fuzzy Support Vector Machines for Class Imbalance Learning",
  author = "Rukshan Batuwita and Vasile Palade",
  year = "2010",
  journal = "{IEEE Transactions on Fuzzy Systems}",
  number = "3",
  pages = "558-571",
  url = "http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5409611&openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DSearch+All%26queryText%3Dbatuwita+palade",
  volume = "18",
}
@article{UsingClassifier,
  title = "Using Classifier Fusion Techniques for Protein Secondary Structure Prediction",
  author = "M. Kazemian and B. Moshiri and V. Palade and H. Nikbakht and C. Lucas",
  year = "2010",
  journal = "{International Journal of Computational Intelligence in Bioinformatics and Systems Biology}",
  number = "4",
  pages = "418-434",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/IJCIBSB.pdf",
  volume = "1",
}
@inproceedings{AI2009,
  title = "Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference",
  author = "Christopher Fogelberg and Vasile Palade",
  year = "2009",
  booktitle = "{Proc. of AI-2009   The 29th Int. Conf. on Artificial Intelligence, Cambridge-UK, 15-17 Dec.}",
}
@inproceedings{AGm - ICMLA2009,
  title = "AGm: A new performance measure for class imbalance learning. Application to Bioinformatics problems.",
  author = "R. Batuwita and V. Palade",
  year = "2009",
  booktitle = "{Proc. of ICMLA09 - The 8th IEEE Int. Conf. on Machine Learning and Applications, Miami-USA, Dec}",
}
@article{FDI neuro-fuzzy,
  title = "Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks",
  author = "Roozbeh Razavi-Far and Hadi Davilu and Vasile Palade and Caro Lucas",
  year = "2009",
  journal = "{Neurocomputing}",
  number = "13-15",
  pages = "2939-2951",
  volume = "72",
}
@article{signaldenoising,
  title = "Signal denoising in engineering problems through the Minimum Gradient Method",
  author = "D.A.G. Vieira and L. Travassos and R.R. Saldanha and V. Palade",
  year = "2009",
  journal = "{Neurocomputing}",
  number = "10-12",
  pages = "2270-2275",
  volume = "72",
}
@article{microPred,
  title = "microPred: Effective classification of pre-miRNAs for human miRNA gene prediction",
  author = "Rukshan Batuwita and Vasile Palade",
  year = "2009",
  journal = "Bioinformatics",
  month = "February",
  number = "8",
  pages = "989-995",
  url = "http://bioinformatics.oxfordjournals.org/cgi/reprint/btp107v1?maxtoshow=&HITS=10&hits=10&RESULTFORMAT=&fulltext=palade&searchid=1&FIRSTINDEX=0&resourcetype=HWCIT",
  volume = "25",
  doi = "doi:10.1093/bioinformatics/btp107",
}
@inproceedings{BIBE2008,
  title = "An improved non-comparative classification method for human microRNA gene prediction",
  author = "R. Batuwita and V. Palade",
  year = "2008",
  booktitle = "{Proc.of the 8th IEEE International Conference on BioInformatics and BioEngineering, Athens   Greece, Oct.}",
}
@article{NoiseReduction,
  title = "Noise Reduction in a Non-Homogenous Ground Penetrating Radar Problem by Multiobjective Neural Networks",
  author = "L. Travassos and D. A. G. Vieira and V. Palade and A. Nicolas",
  year = "2008",
  journal = "{IEEE Transaction in Magnetics}",
  month = "March",
  note = "2009",
  number = "3",
  pages = "1454-1457",
  volume = "45",
}
@techreport{RR-08-04,
  title = "Machine Learning and Genetic Regulatory Networks: A Review and a Roadmap",
  author = "Christopher Fogelberg and Vasile Palade",
  year = "2008",
  institution = "Oxford University Computing Laboratory",
  month = "April",
  note = "{technical report, reduced version published in A. Abraham, A.E Hassanien, A. Vasilakos, W.Pedrycz, F. Herrera, P. Siarry, A. de Carvalho and A. P. Engelbrecht (Eds.), Foundations of Computational Intelligence, vol.1, chapter 1, Springer-Verlag, 2009.}",
  number = "RR-08-04",
}
@book{adaptivewebsites,
  title = "Adaptive Web Sites: A Knowledge Extraction from Web Data Approach",
  author = "J. D. Velasquez and V. Palade",
  year = "2008",
  url = "http://www.amazon.com/Adaptive-Web-Sites-Intelligence-Applications/dp/1586038311/ref=sr_1_1?ie=UTF8&s=books&qid=1204466755&sr=8-1",
}
@article{QNormComplexity,
  title = "The {Q-norm} Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem",
  author = "D.A.G. Vieira and R.H.C. Takahashi and V. Palade and J.A. Vasconcelos and W.M. Caminhas",
  year = "2008",
  journal = "{IEEE Trans. on Neural Networks}",
  number = "8",
  pages = "1415-1431",
  url = "http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4560237&openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DSearch+All%26queryText%3Dvieira+palade",
  volume = "19",
}
@article{MinimumGradientComplexity,
  title = "The Minimum Gradient Complexity Control Applied to Sensitivity Extraction of Electromagnetic Devices",
  author = "D.A.G. Vieira and J.A. Vasconcelos and V. Palade and W.M. Caminhas",
  year = "2008",
  journal = "{IEEE Transaction in Magnetics}",
  pages = "1114-1117",
  volume = "44",
}
@book{AdvancedEvolutionaryComputing,
  title = "Advances in Evolutionary Computing for System Design",
  year = "2007",
  editor = "L. Jain and V. Palade and D. Srinivasan",
  isbn = "978-3-540-72376-9",
  month = "May",
  publisher = "Springer",
  doi = "10.1007/978-3-540-72377-6",
}
@inproceedings{ComprehensiveFuzzyBased,
  title = "A Comprehensive Fuzzy-Based Framework for Cancer Microarray Data Gene Expression Analysis",
  author = "Z. Wang and V. Palade",
  year = "2007",
  booktitle = "{Proceedings of the IEEE 7th International Conference on BioInformatics and BioEngineering}",
  month = "October",
}
@article{BuildingKnowledgeBase,
  title = "Building a Knowledge Base for Implementing a Web-based Computerized Recommendation System",
  author = "J.D. Velasquez and V. Palade",
  year = "2007",
  journal = "International Journal of Artificial Intelligence Tools",
  number = "5",
  pages = "793--828",
  volume = "16",
}
@article{KnowledgeBase,
  title = "A Knowledge Base for the Maintenance of Knowledge Extracted from Web Data",
  author = "J.D. Velasquez and V. Palade",
  year = "2007",
  journal = "{Knowledge-Based Systems Journal}",
  number = "3",
  pages = "238--248",
  publisher = "Elsevier",
  volume = "20",
}
@book{ComputationalIntelligenceFaultDiagnosis,
  title = "Computational Intelligence in Fault Diagnosis",
  year = "2006",
  editor = "V. Palade and C.D. Bocaniala and L. Jain",
  isbn = "978-1-84628-343-7",
  month = "August",
  publisher = "Springer",
  doi = "10.1007/978-1-84628-631-5",
}
@article{GeneticAlgorithmConvergence,
  title = "Genetic Algorithm Convergence Analysis Using a Unified Representation of Genes and the Hamming Distance",
  author = "R. Belea and S. Caraman and V. Palade",
  year = "2006",
  journal = "{Int. Journal of Knowledge-Based and Intelligent Engineering Systems}",
  number = "1",
  pages = "29--40",
  volume = "10",
}
@inproceedings{TestingOnlineNavigationRecommendations,
  title = "Testing online navigation recommendations in a web site",
  author = "J. Velasquez and V. Palade",
  year = "2006",
  booktitle = "{Proc. of KES2006 - The 10th Int. Conf. on Knowledge Based Intelligent Information \& Engineering Systems}",
  publisher = "{LNAI - Springer}",
}
@article{MultiClassifierSystems,
  title = "Multi-Classifier Systems: Review and a Roadmap for Developers",
  author = "R. Ranawana and V. Palade",
  year = "2006",
  journal = "{Int. Journal of Hybrid Intelligent Systems}",
  number = "2",
  pages = "{35--61}",
  volume = "3",
}
@inproceedings{NeuroFuzzyEnsemble,
  title = "Neuro-Fuzzy Ensemble Approach for Microarray Cancer Gene Expression Data Analysis",
  author = "Z. Wang and V. Palade and Y. Xu",
  year = "2006",
  booktitle = "{Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems}",
  publisher = "{IEEE}",
}
@inproceedings{OptimizedPrecision,
  title = "Optimized Precision - A New Measure for Classifier Performance Evaluation",
  author = "R. Ranawana and V. Palade",
  year = "2006",
  booktitle = "{Proc. of the IEEE World Congress on Computational Intelligence}",
}
@book{ComputationalIntelligence,
  title = "Computational Intelligence: Engineering of Hybrid Systems",
  author = "M. Negoita and D. Neagu and V. Palade",
  year = "2005",
  isbn = "3-540-23219-2",
  publisher = "Springer-Verlag",
}
@article{HumanLikeFaults,
  title = "Human-like fault diagnosis using a neural network implementation of plausibility and relevance",
  author = "V. Ariton and V. Palade",
  year = "2005",
  journal = "Neural Computing and Applications",
  number = "2",
  pages = "149--165",
  volume = "14",
}
@article{NeuralNetwork,
  title = "A Neural Network Based Multi-Classifier System for Gene Identification in DNA Sequences",
  author = "R. Ranawana and V. Palade",
  year = "2005",
  journal = "Neural Computing and Applications",
  number = "2",
  pages = "122--131",
  volume = "14",
}
@article{FuzzyBasedRefinement,
  title = "Fuzzy-Based Refinement of the Fault Diagnosis Task in Industrial Devices",
  author = "C. D. Bocaniala and J. Sa da Costa and V. Palade",
  year = "2005",
  journal = "Journal of Intelligent Manufacturing",
  number = "6",
  pages = "599--614",
  volume = "16",
}
@article{AutomaticFuzzyRuleBase,
  title = "Automatic Fuzzy Rule Base Generation for On-line Handwritten Alphanumeric Character Recognition",
  author = "R. Ranawana and V. Palade and G.E.M.D.C. Bandara",
  year = "2005",
  journal = "{Int. Journal of Knowledge-Based and Intelligent Engineering Systems}",
  number = "3",
  pages = "327--340",
  volume = "9",
}
@article{ExperimentalValidation,
  title = "Experimental Validation of a Novel Fuzzy Classifier Performance",
  author = "C.D. Bocaniala and V. Palade and S. Bumbaru",
  year = "2005",
  journal = "{Studies in Informatics and Control}",
  month = "Sept.",
  number = "3",
  volume = "14",
}
@inproceedings{MultinNNProm,
  title = "{MultinNNProm}: A multi-classifier system for finding genes",
  author = "R. Ranawana and V. Palade",
  year = "2004",
  booktitle = "{Proc. of 9th Online World Conference on Soft Computing in Industrial Applications -- WSC9}",
  publisher = "{Springer-Verlag}",
}
@inproceedings{RefinementDiagnosisProcess,
  title = "Refinement of the diagnosis process performed with a fuzzy classifier",
  author = "C.D. Bocaniala and J. Sa da Costa and V. Palade",
  year = "2004",
  booktitle = "Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information \& Engineering Systems",
  series = "{Lecture Notes in Artificial Intelligence}",
}
@inproceedings{AnEfficientFuzzyMethod,
  title = "An efficient fuzzy method for handwritten character recognition",
  author = "R. Ranawana and V. Palade and G.E.M.D.C. Bandara",
  year = "2004",
  booktitle = "Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information \& Engineering Systems",
  series = "{Lecture Notes in Artificial Intelligence}",
}
@inproceedings{DiagnosingPopulationState,
  title = "Diagnosing the population state in a genetic algorithm using Hamming distance",
  author = "R. Belea and S. Caraman and V. Palade",
  year = "2004",
  booktitle = "Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information \& Engineering Systems",
  series = "{Lecture Notes in Artificial Intelligence}",
}
@article{BlindSeparation,
  title = "Blind Separation of Mixed Kurtosis Signed Signals using Partial Observations and Low Complexity Activation Functions",
  author = "K. Chinnasarn and C. Lursinsap and V. Palade",
  year = "2004",
  journal = "Int. Journal of Computational Intelligence and Applications",
  month = "June",
  number = "2",
  pages = "207--223",
  volume = "4",
}
@article{NovelFuzzy,
  title = "A Novel Fuzzy Classification Solution for Fault Diagnosis",
  author = "C. D. Bocaniala and J. Sa da Costa and V. Palade",
  year = "2004",
  journal = "International Journal of Fuzzy and Intelligent Systems",
  number = "3--4",
  pages = "195--206",
  volume = "15",
}
@article{NeuralNetworkBased,
  title = "Neural Network Based Optimal Control of a Biosynthesis Process",
  author = "G. Fetecau and V. Palade and V. Nicolau",
  year = "2004",
  journal = "Int. Journal of Knowledge-Based and Intelligent Engineering Systems",
  number = "2",
  pages = "107--116",
  volume = "8",
}
@book{KES2003,
  title = "{Proceedings of KES 2003- The 7th Int. Conf. on Knowledge-Based Intelligent Information and Engineering Systems}",
  year = "2003",
  editor = "V. Palade and R.J. Howlett and L. Jain",
  month = "Sept.",
  publisher = "{Springer-Verlag}",
  series = "{Lectures Notes in Artificial Intelligence}",
}
@inproceedings{LowCompexityFunctions,
  title = "Low complexity functions for stationary independent component mixtures",
  author = "K. Chinnasarn and C. Lursinsap and V. Palade",
  year = "2003",
  booktitle = "{Proc. of the 7th Int. Conf. on Knowledge-Based Intelligent Engineering and Information Systems -- KES2003}",
  series = "LNAI",
}
@inproceedings{SequentialSourceSeparation,
  title = "Sequential Source Separation of Mixed Kurtosis Sign Sources",
  author = "K. Chinnasarn and C. Lursinsap and V. Palade",
  year = "2003",
  booktitle = "{Proc. of the 3rd Int. Symposium on Communications and Information Technologies -- ISCIT2003}",
}
@article{NeuroFuzzyApproachFunctional,
  title = "A Neuro-Fuzzy Approach for Functional Genomics Data Interpretation and Analysis",
  author = "D. Neagu and V. Palade",
  year = "2003",
  journal = "Neural Computing and Applications",
  number = "12",
  pages = "153--159",
}
@inproceedings{ElectroPneumatic,
  title = "Neuro-fuzzy based fault diagnosis applied to an electro-pneumatic valve",
  author = "F. J. Uppal and R. J. Patton and V. Palade",
  year = "2002",
  booktitle = "{Proc. of the 15th IFAC World Congress}",
  pages = "2483--2488",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Uppal_Palade_CongresIFAC2002.pdf",
}
@inproceedings{ModularNeuroFuzzy,
  title = "Modular neuro-fuzzy networks used in explicit and implicit knowledge integration",
  author = "D. Neagu and V. Palade",
  year = "2002",
  booktitle = "{Proc. of 15th International Conference of Florida Artificial Intelligence Society -- FLAIRS2002}",
  pages = "277--281",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Neagu_Palade_FLAIRS2002.pdf",
}
@inproceedings{FaultDiagnosis,
  title = "Fault diagnosis of an industrial gas turbine using neuro-fuzzy methods",
  author = "V. Palade and Ron J. Patton and F.J. Uppal and J. Quevedo and S. Daley",
  year = "2002",
  booktitle = "{Proc. of the 15th IFAC World Congress}",
  pages = "2477-2482",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_CongresIFAC2002.pdf",
}
@inproceedings{NeuroFuzzy,
  title = "Neuro-fuzzy based analysis of gene expression data",
  author = "V. Palade and D. Neagu",
  year = "2002",
  booktitle = "{Proc. of the 6th International Conference on Knowledge-Based Intelligent Information \& Engineering Systems -- KES2002}",
  pages = "1088--1092",
}
@article{NeuralAndNeuroFuzzy,
  title = "Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction",
  author = "D. Neagu and E. Kalapanidas and M. Avouris and V. Palade",
  year = "2002",
  journal = "{Applied Intelligence}",
  number = "17(2)",
  pages = "141--169",
}
@book{HybridIntelligent,
  title = "Hybrid Intelligent Systems",
  author = "V. Palade and D. Neagu",
  year = "2001",
  address = "Bucharest",
  note = "in 2 volumes: vol.1 -- \emph{Hybrid Intelligent Systems: Transformation Systems}, authors: V. Palade \& D. Neagu, and vol.2 - \emph{Hybrid Intelligent Systems: Combination Systems}, authors: D. Neagu \& V. Palade.",
  publisher = "{Matrix ROM Publishers}",
}
@inproceedings{AnalysisOfNeuroFuzzy,
  title = "Analysis of a neuro-fuzzy aproach of air pollution: building a case study",
  author = "D.C. Neagu and D. Neagu and L. Georgescu and V. Palade",
  year = "2001",
  booktitle = "{Proc. of the 11th International Symposium on Modelling, Simulation and Systems Identification - SIMSIS11}",
  pages = "160--165",
}
@inproceedings{Interpretation,
  title = "Interpretation of trained neural networks by rule extraction",
  author = "V. Palade and D. Neagu and R. J. Patton",
  year = "2001",
  booktitle = "{Computional Intelligence: Theory and Applications}",
  editor = "Bernd Reusch",
  issn = "0302-9743",
  number = "2206",
  pages = "152--161",
  publisher = "{Springer Verlag}",
  series = "{Lecture Notes in Computer Science}",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_Neagu_Lecture_Notes.pdf",
}
@inproceedings{NeuroFuzzyApproach,
  title = "A neuro-fuzzy aproach to photochemical pollution prediction",
  author = "D. Neagu and V. Palade",
  year = "2000",
  booktitle = "{Proc. of the 10th Int. Conference on Systems Theory, Automation, Robotics and Informatics -- SINTES10}",
  pages = "{A/128--A/131}",
}
@inproceedings{ProcedureOfFaultDetection,
  title = "A procedure of fault detection for driving systems using self-organizing neural networks",
  author = "G. Puscasu and V. Palade and A. Stancu",
  year = "2000",
  booktitle = "{Proc. of the 10th IEEE Mediterranean Electrotechnical and Electronical International Conference -- MELECON2000}",
  pages = "98--101",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Puscasu_Palade_MELECON200.pdf",
}
@inproceedings{InteractiveFuzzyOperator2,
  title = "An interactive fuzzy operator used in rule extraction from neural networks",
  author = "D. Neagu and V. Palade",
  year = "2000",
  booktitle = "{Proceedings of the Int. Conference of Neural Network World -- NNW2000}",
  note = "an abstract, the complete paper was published in the {Neural Network World Journal}",
  pages = "{50--51}",
}
@inproceedings{UsingFuzzyNeural,
  title = "Using fuzzy neural networks for process modelling",
  author = "V. Palade and D. Neagu and G. Puscasu",
  year = "2000",
  booktitle = "{Proc. of the 10th Int. Conference on Systems Theory, Automation, Robotics and Informatics - SINTES10}",
  pages = "264--268",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_SINTES10.pdf",
}
@inproceedings{ApproachDCDrivingSystem,
  title = "An aproach of {DC} driving system neural control by inverting forward model",
  author = "V. Palade and G. Puscasu and D. Neagu",
  year = "2000",
  booktitle = "{Proc. of the 10th IEEE Mediterranean Electrotechnical and Electronical International Conference - MELECON2000}",
  pages = "45--48",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_Neagu_NeaguMELECON2000.pdf",
}
@inproceedings{RuleExtraction,
  title = "Rule extraction from neural networks by interval propagation",
  author = "V. Palade and D. Neagu and G. Puscasu",
  year = "2000",
  booktitle = "{Proc. of the 4th IEEE International Conference on Knowledge-Based Intelligent Engineering Systems - KES2000}",
  pages = "217--220",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_Neagu_KES2000B.pdf",
}
@article{InteractiveFuzzyOperator1,
  title = "An interactive fuzzy operator used in rule extraction from neural networks",
  author = "D. Neagu and V. Palade",
  year = "2000",
  journal = "{Neural Network World}",
  number = "10/04/08",
  pages = "675--684",
}
@article{BondGraphs,
  title = "Bond Graphs and the Semi-Qualitative Encoding of the Faulty Behaviour in Conductive Flow Systems",
  author = "V. Ariton and S. Bumbaru and V. Palade",
  year = "1999",
  journal = "{The Annual Scientific Bulletin of the University of Galati}",
  pages = "43--48",
  volume = "3",
}
@article{StandardNeurons,
  title = "A fuzzy neural network based controller implementation using standard neurons",
  author = "V. Palade and V. Ariton and V. Mazilescu",
  year = "1999",
  journal = "{The Annual Scientific Bulletin of the University of Galati}",
  pages = "56--61",
  volume = "3",
}
@inproceedings{FaultRecognition,
  title = "Fault recognition to a {DC} motor using neural networks",
  author = "G. Puscasu and V. Palade",
  year = "1999",
  booktitle = "{Proceedings of the 2nd Int. Conference on Electromechanical Systems - SIELMEC'99}",
  pages = "249--252",
}
@inproceedings{AspectsOfIntegration,
  title = "Aspects of integration of explicit and implicit knowledge in connectionist expert systems",
  author = "D. Neagu and M. G. Negoita and V. Palade",
  year = "1999",
  booktitle = "{Proc. of the 6th IEEE International Conference on Neural Information Processing -- ICONIP99}",
  pages = "759--764",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Neagu_Palade_ICONIP1999.pdf",
  volume = "2",
}
@inproceedings{ControllingDCMotor,
  title = "A neural network based method for controlling a {DC} motor",
  author = "V. Palade and G. Puscasu",
  year = "1999",
  booktitle = "{Proceedings of the 2nd Int. Conference on Electromechanical Systems -- SIELMEC'99}",
  pages = "51--54",
}
@inproceedings{GeneticAlgorithmOptimization,
  title = "Genetic algorithm optimization of knowledge extraction from neural networks",
  author = "V. Palade and M.G. Negoita and V. Ariton",
  year = "1999",
  booktitle = "{Proc. of the 6th IEEE International Conference on Neural Information Processing -- ICONIP99}",
  pages = "752--758",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_ICONIP99.pdf",
  volume = "2",
}
@inproceedings{FuzzyComputing,
  title = "Fuzzy Computing in a Multi-purpose Neural Network Implementation",
  author = "V. Palade",
  year = "1999",
  booktitle = "{Computional Intelligence: Theory and Applications}",
  editor = "Berndt Reusch",
  issn = "0302-9743",
  month = "May",
  number = "1625",
  pages = "697--700",
  publisher = "{Springer Verlag}",
  series = "{Lecture Notes in Computer Science}",
}
@article{InvertingNeuralModels,
  title = "Neural network-based control by inverting neural models",
  author = "V. Palade and G. Puscasu and D. Neagu",
  year = "1999",
  journal = "{Journal of Control Engineering and Applied Informatics}",
  pages = "25--35",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_CEAI99.pdf",
  volume = "12/01/08",
}
@article{Predictability,
  title = "Predictability of fuzzy compiled models for real time expert control systems",
  author = "V. Mazilescu and C. Novac and V. Palade",
  year = "1998",
  journal = "{The Annual Scientific Bulletin of the University of Galati}",
  pages = "101--110",
  volume = "3",
}
@article{OnFuzzyRule,
  title = "On fuzzy rule acquiring using fuzzy neural networks",
  author = "V. Palade and V. Ariton and G. Puscasu",
  year = "1998",
  journal = "{The Annual Scientific Bulletin of the University of Galati}",
  pages = "116--120",
  volume = "3",
}
@inproceedings{FuzzyApproachRecognition,
  title = "A fuzzy approach in pattern recognition using potential function method",
  author = "G. Puscasu and C. Milos and V. Palade",
  year = "1998",
  booktitle = "{Proceedings of the 10th International Symposium on Modelling, Simulation and Identification Systems -- SIMSIS10}",
  pages = "35--38",
}
@inproceedings{EliminatingRedundant,
  title = "Eliminating redundant rules in fuzzy neural networks",
  author = "V. Palade and G. Puscasu",
  year = "1998",
  booktitle = "{Proceedings of the 10th Int. Symposium on Modelling, Simulation and System Identification -- SIMSIS10}",
  pages = "22--25",
}
@inproceedings{CompilingNeuralNetworks,
  title = "A method for compiling neural networks into fuzzy rules using genetic algorithms and hierarchical approach",
  author = "V. Palade and S. Bumbaru and M.G. Negoita",
  year = "1998",
  booktitle = "{Proceedings of the 2nd IEEE International Conference on Knowledge-Based Intelligent Electronic Systems- KES1998}",
  pages = "353--358",
  url = "http://www.cs.ox.ac.uk/people/vasile.palade/papers/Palade_KES1998.pdf",
  volume = "2",
}
@article{HierarchicalApproach,
  title = "A hierarchical approach for mapping neural networks into fuzzy rules",
  author = "V. Palade and V. Ariton and G. Puscasu",
  year = "1997",
  journal = "{The Annual Scientific Bulletin of the University of Galati}",
  pages = "64--69",
  volume = "3",
}
@inproceedings{CaseBasedFault,
  title = "Case-based fault detection -- a method for parallel processing",
  author = "V. Ariton and V. Palade and F. Popescu",
  year = "1997",
  booktitle = "{Proceedings of the IFAC International Workshop on Manufacturing Systems: Modelling, Management and Control -- MIM'97}",
  pages = "485--490",
}