A survey on filter techniques for feature selection in gene expression microarray analysis C Lazar, J Taminau, S Meganck, D Steenhoff, A Coletta, C Molter, ... IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (4 …, 2012 | 398 | 2012 |
Batch effect removal methods for microarray gene expression data integration: a survey C Lazar, S Meganck, J Taminau, D Steenhoff, A Coletta, C Molter, ... Briefings in bioinformatics 14 (4), 469-490, 2013 | 221 | 2013 |
NRGcoin: Virtual currency for trading of renewable energy in smart grids M Mihaylov, S Jurado, N Avellana, K Van Moffaert, IM de Abril, A Nowé 11th International conference on the European energy market (EEM14), 1-6, 2014 | 171 | 2014 |
Multi-objective reinforcement learning using sets of pareto dominating policies K Van Moffaert, A Nowé The Journal of Machine Learning Research 15 (1), 3483-3512, 2014 | 135 | 2014 |
Reinforcement learning from demonstration through shaping T Brys, A Harutyunyan, HB Suay, S Chernova, ME Taylor, A Nowé Twenty-fourth international joint conference on artificial intelligence, 2015 | 129 | 2015 |
Scalarized multi-objective reinforcement learning: Novel design techniques K Van Moffaert, MM Drugan, A Nowé 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2013 | 113 | 2013 |
Evolutionary game theory and multi-agent reinforcement learning K Tuyls11, A Nowé | 99 | 2005 |
Game theory and multi-agent reinforcement learning A Nowé, P Vrancx, YM De Hauwere Reinforcement Learning, 441-470, 2012 | 95 | 2012 |
Designing multi-objective multi-armed bandits algorithms: A study MM Drugan, A Nowe The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 89 | 2013 |
Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages J Taminau, S Meganck, C Lazar, D Steenhoff, A Coletta, C Molter, ... BMC bioinformatics 13 (1), 1-9, 2012 | 78 | 2012 |
Decentralized learning in markov games P Vrancx, K Verbeeck, A Nowé IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 38 …, 2008 | 78 | 2008 |
Learning multi-agent state space representations YM De Hauwere, P Vrancx, A Nowé Proceedings of the 9th International Conference on Autonomous Agents and …, 2010 | 72 | 2010 |
Collision avoidance under bounded localization uncertainty D Claes, D Hennes, K Tuyls, W Meeussen 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012 | 67 | 2012 |
Colonies of learning automata K Verbeeck, A Nowe IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002 | 65 | 2002 |
NRG-X-change M Mihaylov, S Jurado, KV Moffaert A novel mechanism for trading of renewable energy in smart grids [C …, 2014 | 63 | 2014 |
Reinforcement learning transfer via sparse coding HB Ammar, K Tuyls, ME Taylor, K Driessens, G Weiss Proceedings of the 11th international conference on autonomous agents and …, 2012 | 63 | 2012 |
Hypervolume-based multi-objective reinforcement learning K Van Moffaert, MM Drugan, A Nowé International Conference on Evolutionary Multi-Criterion Optimization, 352-366, 2013 | 61 | 2013 |
Bee behaviour in multi-agent systems N Lemmens, S De Jong, K Tuyls, A Nowé Adaptive agents and multi-agent systems III. Adaptation and multi-agent …, 2005 | 56 | 2005 |
Two-step particle swarm optimization to solve the feature selection problem R Bello, Y Gomez, A Nowe, MM Garcia Seventh International Conference on Intelligent Systems Design and …, 2007 | 55 | 2007 |
Exploring selfish reinforcement learning in repeated games with stochastic rewards K Verbeeck, A Nowé, J Parent, K Tuyls Autonomous Agents and Multi-Agent Systems 14 (3), 239-269, 2007 | 54 | 2007 |