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Peter Karsmakers
Peter Karsmakers
Geverifieerd e-mailadres voor kuleuven.be
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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
3592010
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
1862013
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, ...
DCASE, 32-36, 2017
1382017
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
1372013
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
1152014
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
722013
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
722007
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
622013
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
622012
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: 15th International …, 2012
592012
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
522018
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
472012
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
432014
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
392009
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
Proceedings of the Fourth Workshop on Speech and Language Processing for …, 2013
372013
Self-taught assistive vocal interfaces: an overview of the aladin project
J Gemmeke, B Ons, N Tessema, J van de Loo, G De Pauw, W Daelemans, ...
Proceedings of Interspeech, 2038-2043, 2013
352013
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
352012
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
342011
Comparison of deep autoencoder architectures for real-time acoustic based anomaly detection in assets
M Meire, P Karsmakers
2019 10th IEEE International Conference on Intelligent Data Acquisition and …, 2019
282019
Sparse conjugate directions pursuit with application to fixed-size kernel models
P Karsmakers, K Pelckmans, K De Brabanter, H Van Hamme, ...
Machine learning 85, 109-148, 2011
232011
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