| Wireless sensor networks in biomedical: Body area networks P Honeine, F Mourad, M Kallas, H Snoussi, H Amoud, C Francis Systems, Signal Processing and their Applications (WOSSPA), 2011 7th …, 2011 | 81 | 2011 |
| Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals M Kallas, C Francis, L Kanaan, D Merheb, P Honeine, H Amoud Telecommunications (ICT), 2012 19th International Conference on, 1-5, 2012 | 60 | 2012 |
| Kernel autoregressive models using Yule–Walker equations M Kallas, P Honeine, C Francis, H Amoud Signal Processing 93 (11), 3053-3061, 2013 | 40 | 2013 |
| Kernel nonnegative matrix factorization without the pre-image problem F Zhu, P Honeine, M Kallas Machine Learning for Signal Processing (MLSP), 2014 IEEE International …, 2014 | 31 | 2014 |
| PCA and KPCA of ECG signals with binary SVM classification L Kanaan, D Merheb, M Kallas, C Francis, H Amoud, P Honeine Signal Processing Systems (SiPS), 2011 IEEE Workshop on, 344-348, 2011 | 30 | 2011 |
| Prediction of time series using Yule-Walker equations with kernels M Kallas, P Honeine, C Richard, C Francis, H Amoud Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2012 | 23 | 2012 |
| Diagnosis of nonlinear systems using kernel principal component analysis M Kallas, G Mourot, D Maquin, J Ragot Journal of Physics: Conference Series 570 (7), 072004, 2014 | 21 | 2014 |
| Non-negativity constraints on the pre-image for pattern recognition with kernel machines M Kallas, P Honeine, C Richard, C Francis, H Amoud Pattern Recognition 46 (11), 3066-3080, 2013 | 21 | 2013 |
| Fault detection and estimation using kernel principal component analysis M Kallas, G Mourot, K Anani, J Ragot, D Maquin IFAC-PapersOnLine 50 (1), 1025-1030, 2017 | 15 | 2017 |
| Data‐driven approach for fault detection and isolation in nonlinear system M Kallas, G Mourot, D Maquin, J Ragot International Journal of Adaptive Control and Signal Processing, 0 | 11 | |
| Non-negative pre-image in machine learning for pattern recognition M Kallas, P Honeine, C Richard, C Francis, H Amoud Signal Processing Conference, 2011 19th European, 931-935, 2011 | 9 | 2011 |
| Modeling electrocardiogram using Yule-Walker equations and kernel machines M Kallas, C Francis, P Honeine, H Amoud, C Richard Telecommunications (ICT), 2012 19th International Conference on, 1-5, 2012 | 8 | 2012 |
| Nonlinear feature extraction using kernel principal component analysis with non-negative pre-image M Kallas, P Honeine, C Richard, H Amoud, C Francis Engineering in Medicine and Biology Society (EMBC), 2010 Annual …, 2010 | 8 | 2010 |
| Fault estimation of nonlinear processes using kernel principal component analysis M Kallas, G Mourot, D Maquin, J Ragot Control Conference (ECC), 2015 European, 3197-3202, 2015 | 7 | 2015 |
| Kernel-based autoregressive modeling with a pre-image technique M Kallas, P Honeine, C Richard, C Francis, H Amoud Statistical Signal Processing Workshop (SSP), 2011 IEEE, 281-284, 2011 | 6 | 2011 |
| Detection, isolation and fault estimation of nonlinear systems using a directional study M Kallas, G Mourot, D Maquin, J Ragot Journal of Physics: Conference Series 659 (1), 012032, 2015 | 3 | 2015 |
| Sur le probleme de la pré-image en reconnaissance des formes avec contraintes de non-négativité M Kallas, P Honeine, H Amoud, C Francis Colloque GRETSI’2011, 2011 | 3 | 2011 |
| Sparse reconstruction-based contribution for multiple fault G Mourot, M Kallas, K Anani, D Maquin | 2* | 2018 |
| Sparse Reconstruction-Based Contribution for Multiple Fault Isolation by KPCA G Mourot, M Kallas, K Anani, D Maquin 2018 26th Mediterranean Conference on Control and Automation (MED), 691-696, 2018 | 2 | 2018 |
| A comparative study of pre-image techniques: the kernel autoregressive case M Kallas, P Honeine, C Francis, H Amoud Signal Processing Systems (SiPS), 2011 IEEE Workshop on, 379-384, 2011 | 2 | 2011 |
Paul HoneineProfessor in Machine Learning & Signal Processing, LITIS Lab, Université de Rouen NormandieVerified email at univ-rouen.fr
