|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
|Transfer learning in reinforcement learning problems through partial policy recycling|
J Ramon, K Driessens, T Croonenborghs
European Conference on Machine Learning, 699-707, 2007
|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
|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), 1-14, 2017
|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
|Online Learning and Exploiting Relational Models in Reinforcement Learning.|
T Croonenborghs, J Ramon, H Blockeel, M Bruynooghe
IJCAI, 726-731, 2007
|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
|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
|Combined analysis of metabolomes, proteomes, and transcriptomes of hepatitis C virus–infected cells and liver to identify pathways associated with disease development|
J Lupberger, T Croonenborghs, AAR Suarez, N Van Renne, F Jühling, ...
Gastroenterology 157 (2), 537-551. e9, 2019
|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
|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
|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
|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
|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
|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
|Camera-based fall detection using real-world versus simulated data: How far are we from the solution?|
G Debard, M Mertens, M Deschodt, E Vlaeyen, E Devriendt, E Dejaeger, ...
Journal of Ambient Intelligence and Smart Environments 8 (2), 149-168, 2016
|Towards informed reinforcement learning|
T Croonenborghs, J Ramon, M Bruynooghe
Proceedings of the ICML'04 workshop on relational reinforcement learning, 21-26, 2004
|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
|Developing a system that can automatically detect health changes using transfer times of older adults|
G Baldewijns, S Luca, B Vanrumste, T Croonenborghs
BMC medical research methodology 16 (1), 1-17, 2016
|Generalized ordering-search for learning directed probabilistic logical models|
J Ramon, T Croonenborghs, D Fierens, H Blockeel, M Bruynooghe
Machine Learning 70 (2), 169-188, 2008