Publications

According to Google Scholar I have an h-index of 58 and a i10-index of 168. A full list of publications is available here. Below are some selected publications:

Conservation Technology

Beuchert, J., Matthes, A. Rogers, A. (2023) SnapperGPS: Open Hardware for Energy-Efficient, Low-Cost Wildlife Location Tracking with Snapshot GNSS. Journal of Open Hardware, 7(1): 2.

Katsis, L. K. D., Hill, A. P., Covarrubias, E. P., Prince, P., Rogers, A., Doncaster, C. P. and Snaddon, J. L. (2022) Automated detection of gunshots in tropical forests using convolutional neural networks. Ecological Indicators, vol. 141, 109128.

Beuchert, J. and Rogers, A. (2021) SnapperGPS - Algorithms for energy-efficient low-cost location estimation using GNSS signal snapshots. In: Proceedings of the Nineteenth ACM Conference on Embedded Networked Sensor Systems (SenSys), Coimbra, Portugal.

Hill, A. P., Prince, P., Snaddon, J. L., Doncaster, C. P. and Rogers, A. (2019) AudioMoth: A low-cost acoustic device for monitoring biodiversity and the environment. HardwareX, vol. 6, e00073.

​Hill, A. P., Davies, A., Prince, P., Snaddon, J. L., Doncaster, C. P. and Rogers, A. (2019) Leveraging conservation action with open‐source hardware. Conservation Letters, 12(5), e12661.

Hill, A. P., Prince, P., Covarrubias, E. P., Doncaster, C. P., Snaddon, J. L. and Rogers, A. (2018) AudioMoth: Evaluation of a smart open acoustic device for monitoring biodiversity and the environment. Methods in Ecology and Evolution, 9(5), 1199-1211.

Climate Science

Goodwin, P., Leduc, M., Partanen, A’, Matthews, H. D., and Rogers, A. (2020) A computationally efficient method for probabilistic local warming projections constrained by history matching and pattern scaling, demonstrated by WASP–LGRTC-1.0. Geoscientific Model Development. 13, 5389–5399.

Citizen Science

Zilli, D., Parson, O., Merrett, G. V. and Rogers, A. (2014) A hidden Markov model-Based acoustic cicada detector for crowdsourced smartphone biodiversity monitoring. Journal of Artificial Intelligence Research, 51, 805-827.

Moran, S., Pantidi, N., Rodden, T., Chamberlain, A., Griffiths, C., Zilli, S., Merrett, G. V. and Rogers, A. (2014) Listening to the forest and its curators: Lessons learnt from a bioacoustic smartphone application deployment. In: Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI), Toronto, Canada, 2387-2396.

Tran-Thanh, L., Stein, S. and Rogers, A. (2014) Efficient crowdsourcing of unknown experts using bounded multi-armed bandits. Artificial Intelligence, 214, 89-111.

Home Energy Management

Brown, J., Abate, A. and Rogers, A. (2021) QUILT: Quantify, infer and label the thermal efficiency of heating and cooling residential homes. In: Proceedings of the Eighth ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Coimbra, Portugal.

Brown, J., Abate, A. and Rogers, A. (2020) Disaggregation of household solar energy generation using censored smart meter data. Energy and Buildings, 231.

Brown, J., Chambers, J., Abate, A. and Rogers, A. (2020) SMITE: Using smart meters to infer the thermal efficiency of residential homes. In: Proceedings of the Seventh ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Yokohama, Japan.

Ghosh, S., Reece, S., Rogers, A., Roberts, S., Malibari, S. and Jennings, N. R. (2015) Modelling the thermal dynamics of buildings: A latent force model based approach. ACM Transactions on Intelligent Systems and Technology, 6, (1), 7:1-7:27.

Parson, O., Ghosh, S., Weal, M. J. and Rogers, A. (2014) An unsupervised training method for non-intrusive appliance load monitoring. Artificial Intelligence, 217, 1-19.

Rogers, A., Ghosh, S., Wilcock, R. and Jennings, N. R. (2013) A scalable low-cost solution to provide personalised home heating advice to households. In: Proceedings of the Fifth ACM Workshop On Embedded Systems For Energy-Efficient Buildings (BuildSys), Rome, Italy.

Smart Grid

Robu, V., Gerding, E. H., Stein, S., Parkes, D. C., Rogers, A. and Jennings, N. R. (2013) An online mechanism for multi-unit demand and its application to plug-in hybrid electric vehicle charging. Journal of Artificial Intelligence Research, 48, 175-230.

Ramchurn, S. D., Vytelingum, K., Rogers, A. and Jennings, N. R. (2011) Agent-based homeostatic control for green energy in the smart grid. ACM Transactions on Intelligent Systems and Technology, 2, (4), 31.

Ramchurn, S. D., Vytelingum, P., Rogers, A. and Jennings, N. R. (2012) Putting the “Smarts” into the smart grid: A grand challenge for artificial intelligence. Communications of the ACM, 55, (4), 86-97.

Sensor Networks

Stranders, R., Munoz de Cote, E, Rogers, A. and Jennings, N. R. (2013) Near-optimal continuous patrolling with teams of mobile information gathering agents. Artificial Intelligence, 195, 63-105.

Osborne, M. A., Roberts, S. J., Rogers, A. and Jennings, N. R. (2012) Real-time information processing of environmental sensor network data using Bayesian Gaussian processes. ACM Transactions on Sensor Networks, 9, (1), 1:1-1:32.

Multi-Agent Systems

Rogers, A., Farinelli, A., Stranders, R. and Jennings, N. R. (2011) Bounded approximate decentralised coordination via the max-sum algorithm. Artificial Intelligence, 175, (2), 730-759.

Farinelli, A., Rogers, A., Petcu, A. and Jennings, N. R. (2008) Decentralised coordination of low-power embedded devices using the max-sum algorithm. In: Proceedings of the Seventh International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Estoril, Portugal, 639-646.