Peter Karsmakers
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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
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
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
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, 1-5, 2017
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Sparse conjugate directions pursuit with application to fixed-size kernel models
P Karsmakers, K Pelckmans, K De Brabanter, JAK Suykens
Machine learning 85 (1), 109-148, 2011
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
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