Tom Croonenborghs
Tom Croonenborghs
KU Leuven
Verified email at khk.be
TitleCited byYear
A targeted functional RNA interference screen uncovers glypican 5 as an entry factor for hepatitis B and D viruses
ER Verrier, CC Colpitts, C Bach, L Heydmann, A Weiss, M Renaud, ...
Hepatology 63 (1), 35-48, 2016
802016
Transfer learning in reinforcement learning problems through partial policy recycling
J Ramon, K Driessens, T Croonenborghs
European Conference on Machine Learning, 699-707, 2007
742007
Learning relational options for inductive transfer in relational reinforcement learning
T Croonenborghs, K Driessens, M Bruynooghe
International Conference on Inductive Logic Programming, 88-97, 2007
662007
Online Learning and Exploiting Relational Models in Reinforcement Learning.
T Croonenborghs, J Ramon, H Blockeel, M Bruynooghe
IJCAI 2007, 726-731, 2007
542007
Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection
K Cuppens, P Karsmakers, A Van de Vel, B Bonroy, M Milosevic, S Luca, ...
IEEE journal of biomedical and health informatics 18 (3), 1026-1033, 2013
472013
Transcriptional signature of human pro-inflammatory TH 17 cells identifies reduced IL10 gene expression in multiple sclerosis
D Hu, S Notarbartolo, T Croonenborghs, B Patel, R Cialic, TH Yang, ...
Nature communications 8 (1), 1600, 2017
342017
Automatic in-door fall detection based on microwave radar measurements
P Karsmakers, T Croonenborghs, M Mercuri, D Schreurs, P Leroux
2012 9th European Radar Conference, 202-205, 2012
312012
Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker.
MJV Ponsen, J Ramon, T Croonenborghs, K Driessens, K Tuyls
AAAI, 1485-1486, 2008
272008
Detecting rare events using extreme value statistics applied to epileptic convulsions in children
S Luca, P Karsmakers, K Cuppens, T Croonenborghs, A Van de Vel, ...
Artificial intelligence in medicine 60 (2), 89-96, 2014
242014
Towards informed reinforcement learning
T Croonenborghs, J Ramon, M Bruynooghe
Proceedings of the ICML'04 workshop on relational reinforcement learning, 21-26, 2004
222004
miR-135a-5p-mediated downregulation of protein tyrosine phosphatase receptor delta is a candidate driver of HCV-associated hepatocarcinogenesis
N Van Renne, AAR Suarez, FHT Duong, C Gondeau, D Calabrese, ...
Gut 67 (5), 953-962, 2018
202018
Multi-agent relational reinforcement learning
T Croonenborghs, K Tuyls, J Ramon, M Bruynooghe
International Workshop on Learning and Adaption in Multi-Agent Systems, 192-206, 2005
202005
Bridging the gap between real-life data and simulated data by providing a highly realistic fall dataset for evaluating camera-based fall detection algorithms
G Baldewijns, G Debard, G Mertes, B Vanrumste, T Croonenborghs
Healthcare technology letters 3 (1), 6-11, 2016
192016
Validation of the kinect for gait analysis using the GAITRite walkway
G Baldewijns, G Verheyden, B Vanrumste, T Croonenborghs
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
182014
Generalized ordering-search for learning directed probabilistic logical models
J Ramon, T Croonenborghs, D Fierens, H Blockeel, M Bruynooghe
Machine Learning 70 (2-3), 169-188, 2008
182008
Transfer learning for reinforcement learning through goal and policy parametrization
K Driessens, J Ramon, T Croonenborghs
Proceedings of the ICML Workshop on Structural Knowledge Transfer for …, 2006
182006
Model-assisted approaches for relational reinforcement learning: Some challenges for the SRL community
T Croonenborghs, J Ramon, H Blockeel, M Bruynooghe
Proceedings of the ICML-2006 Workshop on Open Problems in Statistical …, 2006
142006
Learning with whom to communicate using relational reinforcement learning
M Ponsen, T Croonenborghs, K Tuyls, J Ramon, K Driessens, ...
Interactive Collaborative Information Systems, 45-63, 2010
132010
Multi-agent relational reinforcement learning
K Tuyls, T Croonenborghs, J Ramon, R Goetschalckx, M Bruynooghe
Springer, 2005
132005
Module analysis captures pancancer genetically and epigenetically deregulated cancer driver genes for smoking and antiviral response
M Champion, K Brennan, T Croonenborghs, AJ Gentles, N Pochet, ...
EBioMedicine 27, 156-166, 2018
122018
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Articles 1–20