| Overlapping community detection using Bayesian non-negative matrix factorization I Psorakis, S Roberts, M Ebden, B Sheldon Physical Review E 83 (6), 066114, 2011 | 444 | 2011 |
| Reality mining of animal social systems J Krause, S Krause, R Arlinghaus, I Psorakis, S Roberts, C Rutz Trends in ecology & evolution 28 (9), 541-551, 2013 | 279 | 2013 |
| Multiclass relevance vector machines: sparsity and accuracy I Psorakis, T Damoulas, MA Girolami IEEE Transactions on neural networks 21 (10), 1588-1598, 2010 | 178 | 2010 |
| Consistent individual differences in the social phenotypes of wild great tits, Parus major LM Aplin, JA Firth, DR Farine, B Voelkl, RA Crates, A Culina, CJ Garroway, ... Animal Behaviour 108, 117-127, 2015 | 167 | 2015 |
| Dynamic bayesian combination of multiple imperfect classifiers E Simpson, S Roberts, I Psorakis, A Smith Decision making and imperfection, 1-35, 2013 | 166 | 2013 |
| Inferring social network structure in ecological systems from spatio-temporal data streams I Psorakis, SJ Roberts, I Rezek, BC Sheldon Journal of the Royal Society Interface, 2012 | 161 | 2012 |
| Inferring social structure from temporal data I Psorakis, B Voelkl, CJ Garroway, R Radersma, LM Aplin, RA Crates, ... Behavioral Ecology and Sociobiology 69, 857-866, 2015 | 104 | 2015 |
| The role of social and ecological processes in structuring animal populations: a case study from automated tracking of wild birds DR Farine, JA Firth, LM Aplin, RA Crates, A Culina, CJ Garroway, ... Royal Society Open Science 2 (4), 150057, 2015 | 87 | 2015 |
| Maritime abnormality detection using Gaussian processes M Smith, S Reece, S Roberts, I Psorakis, I Rezek Knowledge and information systems 38, 717-741, 2014 | 37 | 2014 |
| Efficient bayesian community detection using non-negative matrix factorisation I Psorakis, S Roberts, B Sheldon arXiv preprint arXiv:1009.2646, 2010 | 10 | 2010 |
| Soft partitioning in networks via bayesian non-negative matrix factorization I Psorakis, S Roberts, B Sheldon Adv Neural Inf Process Syst, 2010 | 7 | 2010 |
| Probabilistic inference in ecological networks; graph discovery, community detection and modelling dynamic sociality I Psorakis Oxford University, UK, 2013 | 4 | 2013 |
| Discovering Latent Association Structure via Bayesian one-mode Projection of Temporal Bipartite Graphs. I Psorakis, I Rezek, Z Frankel, SJ Roberts MLDM Posters, 34-38, 2013 | | 2013 |
| Bayesian one-mode projection for dynamic bipartite graphs I Psorakis, I Rezek, Z Frankel, SJ Roberts arXiv preprint arXiv:1212.2767, 2012 | | 2012 |
| Inferring social network structure in ecological systems from I Psorakis, SJ Roberts, I Rezek, BC Sheldon | | |
| Bayesian Community Detection: an application to a dynamic wild bird network I Psorakis | | |
| Community changepoints in dynamic networks M Ebden, I Psorakis, S Roberts | | |
Stephen RobertsProfessor of Engineering Science (Machine Learning, Information Engineering), University of OxfordVerified email at robots.ox.ac.uk
