| LS-SVMlab toolbox user's guide: version 1.7 K De Brabanter, P Karsmakers, F Ojeda, C Alzate, J De Brabanter, ... Katholieke Universiteit Leuven, 2010 | 293 | 2010 |
| Analysis of an indoor biomedical radar-based system for health monitoring M Mercuri, PJ Soh, G Pandey, P Karsmakers, GAE Vandenbosch, ... IEEE Transactions on Microwave Theory and Techniques 61 (5), 2061-2068, 2013 | 129 | 2013 |
| An exemplar-based NMF approach to audio event detection JF Gemmeke, L Vuegen, P Karsmakers, B Vanrumste 2013 IEEE workshop on applications of signal processing to audio and …, 2013 | 105 | 2013 |
| Embedded DSP-based telehealth radar system for remote in-door fall detection C Garripoli, M Mercuri, P Karsmakers, PJ Soh, G Crupi, ... IEEE journal of biomedical and health informatics 19 (1), 92-101, 2014 | 79 | 2014 |
| The SINS database for detection of daily activities in a home environment using an acoustic sensor network G Dekkers, S Lauwereins, B Thoen, MW Adhana, H Brouckxon, ... Detection and Classification of Acoustic Scenes and Events 2017, 2017 | 58 | 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 | 55 | 2013 |
| Multi-class kernel logistic regression: a fixed-size implementation P Karsmakers, K Pelckmans, JAK Suykens 2007 International Joint Conference on Neural Networks, 1756-1761, 2007 | 52 | 2007 |
| Time-domain generalized cross correlation phase transform sound source localization for small microphone arrays B Van Den Broeck, A Bertrand, P Karsmakers, B Vanrumste, M Moonen 2012 5th European DSP Education and Research Conference (EDERC), 76-80, 2012 | 48 | 2012 |
| Camera-based fall detection on real world data G Debard, P Karsmakers, M Deschodt, E Vlaeyen, E Dejaeger, K Milisen, ... Outdoor and large-scale real-world scene analysis, 356-375, 2012 | 46 | 2012 |
| An MFCC-GMM approach for event detection and classification L Vuegen, BVD Broeck, P Karsmakers, JF Gemmeke, B Vanrumste, ... IEEE Workshop on Applications of Signal Processing to Audio and Acoustics …, 2013 | 37 | 2013 |
| 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 | 33 | 2012 |
| Fixed-size LS-SVM applied to the Wiener-Hammerstein benchmark K De Brabanter, P Dreesen, P Karsmakers, K Pelckmans, J De Brabanter, ... IFAC Proceedings Volumes 42 (10), 826-831, 2009 | 31 | 2009 |
| Automatic monitoring of activities of daily living based on real-life acoustic sensor data: A preliminary study L Vuegen, B Van Den Broeck, P Karsmakers, B Vanrumste Fourth workshop on speech and language processing for assistive technologies …, 2013 | 30 | 2013 |
| 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 | 29 | 2014 |
| Confidence bands for least squares support vector machine classifiers: A regression approach K De Brabanter, P Karsmakers, J De Brabanter, JAK Suykens, B De Moor Pattern Recognition 45 (6), 2280-2287, 2012 | 28 | 2012 |
| Sparse conjugate directions pursuit with application to fixed-size kernel models P Karsmakers, K Pelckmans, K De Brabanter, JAK Suykens Machine learning 85 (1-2), 109-148, 2011 | 25 | 2011 |
| Camera based fall detection using multiple features validated with real life video G Debard, P Karsmakers, M Deschodt, E Vlaeyen, J Van den Bergh, ... Workshop Proceedings of the 7th International Conference on Intelligent …, 2011 | 25 | 2011 |
| DCASE 2018 Challenge-Task 5: Monitoring of domestic activities based on multi-channel acoustics G Dekkers, L Vuegen, T van Waterschoot, B Vanrumste, P Karsmakers arXiv preprint arXiv:1807.11246, 2018 | 24 | 2018 |
| Side channel attacks on cryptographic devices as a classification problem P Karsmakers, B Gierlichs, K Pelckmans, K De Cock, J Suykens, ... COSIC technical report, 2009 | 24 | 2009 |
| Self-taught assistive vocal interfaces: An overview of the ALADIN project J Gemmeke, B Ons, NM Tessema, J Van de Loo, G De Pauw, ... Proceedings Interspeech 2013, 2038-2043, 2013 | 23 | 2013 |
