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Ioannis (Yannis) Psorakis
Ioannis (Yannis) Psorakis
Engineering Director @ Thought Machine, London
Geverifieerd e-mailadres voor robots.ox.ac.uk - Homepage
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Overlapping community detection using Bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E 83 (6), 066114, 2011
4452011
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
2802013
Multiclass relevance vector machines: sparsity and accuracy
I Psorakis, T Damoulas, MA Girolami
IEEE Transactions on neural networks 21 (10), 1588-1598, 2010
1782010
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
1712015
Dynamic bayesian combination of multiple imperfect classifiers
E Simpson, S Roberts, I Psorakis, A Smith
Decision making and imperfection, 1-35, 2013
1672013
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
1672012
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
1062015
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
892015
Maritime abnormality detection using Gaussian processes
M Smith, S Reece, S Roberts, I Psorakis, I Rezek
Knowledge and information systems 38, 717-741, 2014
372014
Efficient bayesian community detection using non-negative matrix factorisation
I Psorakis, S Roberts, B Sheldon
arXiv preprint arXiv:1009.2646, 2010
102010
Soft partitioning in networks via bayesian non-negative matrix factorization
I Psorakis, S Roberts, B Sheldon
Adv Neural Inf Process Syst, 2010
72010
Probabilistic inference in ecological networks; graph discovery, community detection and modelling dynamic sociality
I Psorakis
Oxford University, UK, 2013
42013
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
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Artikelen 1–17