T. Croonenborghs

发表

Transfer learning for reinforcement learning through goal and policy parametrization

Jan Ramon, Tom Croonenborghs, Kurt Driessens, 2006, ICML 2006.

Transfer Learning in Reinforcement Learning Problems Through Partial Policy Recycling

Kurt Driessens, Jan Ramon, Tom Croonenborghs, 2007, ECML.

Multi-Agent Relational Reinforcement Learning Explorations in Multi-State Coordination Tasks

K. Tuyls, J. Ramon, T. Croonenborghs, 2006 .

Automatic in-door fall detection based on microwave radar measurements

P. Leroux, D. Schreurs, M. Mercuri, 2012, 2012 9th European Radar Conference.

Module Analysis Captures Pancancer Genetically and Epigenetically Deregulated Cancer Driver Genes for Smoking and Antiviral Response

N. Pochet, T. Croonenborghs, A. Gentles, 2017, bioRxiv.

Module analysis captures pancancer genetically and epigenetically deregulated cancer driver genes for smoking and antiviral response

N. Pochet, T. Croonenborghs, A. Gentles, 2017, bioRxiv.

Establishing a collaboration between care providers and engineers

T. Croonenborghs, B. Vanrumste, Kristien Rombouts, 2015, 2015 Conference on Raising Awareness for the Societal and Environmental Role of Engineering and (Re)Training Engineers for Participatory Design (Engineering4Society).

Combined Analysis of Metabolomes, Proteomes, and Transcriptomes of Hepatitis C Virus-Infected Cells and Liver to Identify Pathways Associated With Disease Development.

S. Carr, N. Pochet, T. Croonenborghs, 2019, Gastroenterology.

Combined analysis of metabolomes, proteomes, and transcriptomes of HCV-infected cells and liver to identify pathways associated with disease development

S. Carr, N. Pochet, T. Croonenborghs, 2019 .

An Experimental Evaluation of Reinforcement Learning for Gain Scheduling

Eric Moulines, Olivier Teytaud, Alessandra Russo, 2003, HIS.

Informed reinforcement learning

Jan Ramon, Tom Croonenborghs, J. Ramon, 2004 .

Embedding Engineers in Elderly Care Homes When Researching New Technologies for Care

T. Croonenborghs, B. Vanrumste, G. Baldewijns, 2015 .

Learning with Whom to Communicate Using Relational Reinforcement Learning

Kurt Driessens, Jan Ramon, Karl Tuyls, 2009, Interactive Collaborative Information Systems.

Model-assisted approaches for relational reinforcement learning

Maurice Bruynooghe, Jan Ramon, Hendrik Blockeel, 2007 .

Multi-Agent Relational Reinforcement Learning Explorations in Multi-State Coordination Tasks

K. Tuyls, J. Ramon, T. Croonenborghs, 2006 .

Multi-agent Relational Reinforcement Learning

Maurice Bruynooghe, Jan Ramon, Karl Tuyls, 2005, LAMAS.

Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2014, IEEE Journal of Biomedical and Health Informatics.

Detecting rare events using extreme value statistics applied to epileptic convulsions in children

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2014, Artif. Intell. Medicine.

An approach using extreme value statistics to detect rare movement events in a bio-medical dataset

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2013 .

Detecting hypermotor seizures using extreme value statistics

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2012 .

Transcriptional signature of human pro-inflammatory TH17 cells identifies reduced IL10 gene expression in multiple sclerosis

N. Pochet, T. Croonenborghs, H. Weiner, 2017, Nature Communications.

A human liver cell-based system modeling a clinical prognostic liver signature for therapeutic discovery

A. Regev, A. Subramanian, N. Pochet, 2021, Nature Communications.

A targeted functional RNA interference screen uncovers glypican 5 as an entry factor for hepatitis B and D viruses

N. Pochet, T. Croonenborghs, M. Soumillon, 2016, Hepatology.

miR-135a-5p-mediated downregulation of protein tyrosine phosphatase receptor delta is a candidate driver of HCV-associated hepatocarcinogenesis

N. Pochet, T. Croonenborghs, K. Chayama, 2017, Gut.

Validation of the kinect for gait analysis using the GAITRite walkway

Bart Vanrumste, Tom Croonenborghs, Greet Baldewijns, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bridging the gap between real-life data and simulated data by providing a highly realistic fall dataset for evaluating camera-based fall detection algorithms.

Bart Vanrumste, Gert Mertes, Tom Croonenborghs, 2016, Healthcare technology letters.

Detection of Chewing Motion Using a Glasses Mounted Accelerometer Towards Monitoring of Food Intake Events in the Elderly

Gert Mertes, Tom Croonenborghs, Hans Hallez, 2015, International Conference on Biomedical and Health Informatics.

Camera-based fall detection using real-world versus simulated data: How far are we from the solution?

Bart Vanrumste, Tinne Tuytelaars, Toon Goedemé, 2016, J. Ambient Intell. Smart Environ..

Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning

Maurice Bruynooghe, Kurt Driessens, Tom Croonenborghs, 2007, ILP.

Module analysis captures pancancer (epi)genetically deregulated cancer driver genes for smoking and antiviral response

N. Pochet, T. Croonenborghs, A. Gentles, 2017 .

Developing a system that can automatically detect health changes using transfer times of older adults

Bart Vanrumste, Stijn Luca, Tom Croonenborghs, 2016, BMC Medical Research Methodology.

Automated in-home gait transfer time analysis using video cameras

Bart Vanrumste, Tom Croonenborghs, Marc Mertens, 2016, J. Ambient Intell. Smart Environ..

Automatic detection of health changes using statistical process control techniques on measured transfer times of elderly

Bart Vanrumste, Stijn Luca, Tom Croonenborghs, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults

T. Croonenborghs, B. Vanrumste, K. Milisen, 2021, Sensors.

Online Learning and Exploiting Relational Models in Reinforcement Learning

Maurice Bruynooghe, Jan Ramon, Hendrik Blockeel, 2007, IJCAI.

Combined Analysis of Metabolome, Proteomes, and Transcriptomes of HCV-infected Cells and Liver to Identify Pathways Associated With Disease Development

S. Carr, N. Pochet, T. Croonenborghs, 2019 .