Nikos Vlassis

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Jakob VerbeekFAIR, MetaAdresse e-mail validée de inria.fr
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamAdresse e-mail validée de hva.nl
Matthijs T. J. SpaanDelft University of TechnologyAdresse e-mail validée de tudelft.nl
Frans A. OliehoekAssociate Professor at Delft University of TechnologyAdresse e-mail validée de tudelft.nl
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceAdresse e-mail validée de cs.uoi.gr
Pascal PoupartUniversity of WaterlooAdresse e-mail validée de uwaterloo.ca
Paul WilmesProfessorAdresse e-mail validée de uni.lu
Frans GroenProfessor emeritus, University of AmsterdamAdresse e-mail validée de uva.nl
Cedric LacznySystems Ecology group, LCSB, University of LuxembourgAdresse e-mail validée de uni.lu
George PapakonstantinouProfessor Emeritus, School of Electrical & Computer Engineering, National Technical University of Athens, GreeceAdresse e-mail validée de cs.ntua.gr
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoAdresse e-mail validée de cs.ox.ac.uk
Josep M PortaInstitut de Robòtica i Informàtica Industrial, CSIC-UPCAdresse e-mail validée de iri.upc.edu
Panayiotis TsanakasProfessor, Dean of the School of Electrical and Computer Engineering, National Technical UniversityAdresse e-mail validée de cs.ntua.gr
Enrico GlaabUniversity of LuxembourgAdresse e-mail validée de uni.lu
Theo GeversComputer Vision Research Group, University of Amsterdam (UvA); 3DUniversumAdresse e-mail validée de uva.nl
Aristeidis DiplarosAdresse e-mail validée de arisem.gr
Patrick MayGenome Analysis, Bioinformatics Core, Luxembourg Centre for Systems BiomedicineAdresse e-mail validée de uni.lu
Maria Pires PachecoU. of LuxembourgAdresse e-mail validée de uni.lu
Thomas SauterProfessor of Systems Biology, University of LuxembourgAdresse e-mail validée de uni.lu
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyAdresse e-mail validée de tu-berlin.de

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Nikos Vlassis

Principal Scientist, Adobe

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Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
The global k-means clustering algorithm A Likas, N Vlassis, JJ Verbeek Pattern recognition 36 (2), 451-461, 2003	4503	2003
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005	939	2005
Optimal and Approximate Q-value Functions for Decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 32, 289-353, 2008	725	2008
Efficient greedy learning of Gaussian mixture models JJ Verbeek, N Vlassis, B Kröse Neural computation 15 (2), 469-485, 2003	514	2003
Collaborative multiagent reinforcement learning by payoff propagation JR Kok, N Vlassis Journal of machine learning research 7, 2006	443	2006
A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas Neural processing letters 15, 77-87, 2002	439	2002
An analytic solution to discrete Bayesian reinforcement learning P Poupart, N Vlassis, J Hoey, K Regan Proceedings of the 23rd international conference on Machine learning, 697-704, 2006	402	2006
A concise introduction to multiagent systems and distributed artificial intelligence N Vlassis Morgan & Claypool Publishers, 2007	343	2007
Point-based value iteration for continuous POMDPs JM Porta, N Vlassis, MTJ Spaan, P Poupart Journal of Machine Learning Research 7 (Nov), 2329-2367, 2006	333	2006
Multiagent reinforcement learning for urban traffic control using coordination graphs L Kuyer, S Whiteson, B Bakker, N Vlassis Machine Learning and Knowledge Discovery in Databases: European Conference …, 2008	315	2008
Fast reconstruction of compact context-specific metabolic network models N Vlassis, MP Pacheco, T Sauter PLoS computational biology 10 (1), e1003424, 2014	285	2014
VizBin-an application for reference-independent visualization and human-augmented binning of metagenomic data CC Laczny, T Sternal, V Plugaru, P Gawron, A Atashpendar, ... Microbiome 3, 1-7, 2015	220	2015
A probabilistic model for appearance-based robot localization BJA Kröse, N Vlassis, R Bunschoten, Y Motomura Image and Vision Computing 19 (6), 381-391, 2001	220	2001
Accelerated variational Dirichlet process mixtures K Kurihara, M Welling, N Vlassis Advances in Neural Information Processing Systems, 761-768, 2006	201	2006
Sparse cooperative Q-learning JR Kok, N Vlassis Proceedings of the twenty-first international conference on Machine learning, 61, 2004	195	2004
A point-based POMDP algorithm for robot planning MTJ Spaan, N Spaan IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	195	2004
Jijo-2: An office robot that communicates and learns H Asoh, Y Motomura, F Asano, I Hara, S Hayamizu, K Itou, T Kurita, ... IEEE Intelligent Systems 16 (5), 46-55, 2001	183	2001
A k-segments algorithm for finding principal curves JJ Verbeek, N Vlassis, B Kröse Pattern Recognition Letters 23 (8), 1009-1017, 2002	179	2002
Auxiliary particle filter robot localization from high-dimensional sensor observations N Vlassis, B Terwijn, B Krose Proceedings 2002 IEEE International Conference on Robotics and Automation …, 2002	159	2002
A spatially constrained generative model and an EM algorithm for image segmentation A Diplaros, N Vlassis, T Gevers IEEE Transactions on Neural Networks 18 (3), 798-808, 2007	148	2007

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