Nikos Vlassis

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Jakob VerbeekMeta AIVerified email at inria.fr
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamVerified email at hva.nl
Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Pascal PoupartUniversity of WaterlooVerified email at uwaterloo.ca
Frans GroenProfessor emeritus, University of AmsterdamVerified email at uva.nl
Paul WilmesProfessorVerified email at uni.lu
Cedric LacznySystems Ecology group, LCSB, University of LuxembourgVerified email at uni.lu
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
George PapakonstantinouProfessor Emeritus, School of Electrical & Computer Engineering, National Technical University of Athens, GreeceVerified email at cs.ntua.gr
Josep M PortaInstitut de Robòtica i Informàtica Industrial, CSIC-UPCVerified email at iri.upc.edu
Panayiotis TsanakasProfessor of Computer Engineering, National Technical University of Athens, GreeceVerified email at cs.ntua.gr
Enrico GlaabUniversity of LuxembourgVerified email at uni.lu
Theo GeversComputer Vision Lab, University of Amsterdam (UvA); 3DUniversum; SightcorpVerified email at uva.nl
Aristeidis DiplarosVerified email at lr.org
Patrick MayGenome Analysis, Bioinformatics Core, Luxembourg Centre for Systems BiomedicineVerified email at uni.lu
Wojtek KowalczykAssistant Professor, LIACS, Leiden University Verified email at liacs.leidenuniv.nl
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de
Hideki AsohNational Institute of Advanced Industrial Science and TechnologyVerified email at aist.go.jp

Nikos Vlassis

Principal Scientist, Adobe

Verified email at adobe.com - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The global k-means clustering algorithm A Likas, N Vlassis, JJ Verbeek Pattern recognition 36 (2), 451-461, 2003	2645	2003
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005	815	2005
Efficient greedy learning of Gaussian mixture models JJ Verbeek, N Vlassis, B Kröse Neural computation 15 (2), 469-485, 2003	479	2003
A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas Neural processing letters 15 (1), 77-87, 2002	404	2002
Collaborative multiagent reinforcement learning by payoff propagation JR Kok, N Vlassis Journal of Machine Learning Research 7, 1789-1828, 2006	392	2006
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	347	2006
Optimal and Approximate Q-value Functions for Decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 32, 289-353, 2008	320	2008
Point-based value iteration for continuous POMDPs JM Porta, N Vlassis, MTJ Spaan, P Poupart Massachusetts Institute of Technology, 2006	303	2006
A concise introduction to multiagent systems and distributed artificial intelligence N Vlassis Synthesis Lectures on Artificial Intelligence and Machine Learning 1 (1), 1-71, 2007	282	2007
Multiagent reinforcement learning for urban traffic control using coordination graphs L Kuyer, S Whiteson, B Bakker, N Vlassis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008	231	2008
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	207	2001
Fast reconstruction of compact context-specific metabolic network models N Vlassis, MP Pacheco, T Sauter PLoS computational biology 10 (1), e1003424, 2014	190	2014
Accelerated variational Dirichlet process mixtures K Kurihara, M Welling, N Vlassis Advances in Neural Information Processing Systems, 761-768, 2006	182	2006
A point-based POMDP algorithm for robot planning MTJ Spaan, N Spaan IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	180	2004
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), 1-7, 2015	173	2015
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	171	2001
Sparse cooperative Q-learning JR Kok, N Vlassis Proceedings of the twenty-first international conference on Machine learning, 61, 2004	169	2004
A k-segments algorithm for finding principal curves JJ Verbeek, N Vlassis, B Kröse Pattern Recognition Letters 23 (8), 1009-1017, 2002	167	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	146	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	143	2007

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