Maya KALLAS
Maya KALLAS
Associate Professor, Université de Lorraine
Verified email at univ-lorraine.fr - Homepage
TitleCited byYear
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
652011
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
292012
Kernel autoregressive models using Yule–Walker equations
M Kallas, P Honeine, C Francis, H Amoud
Signal Processing 93 (11), 3053-3061, 2013
202013
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
202013
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
192014
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
192011
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
142014
Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image-Application to Unmixing Hyperspectral Images
F Zhu, P Honeine, M Kallas
arXiv preprint arXiv:1407.4420, 2014
112014
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
112012
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
92011
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
82010
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
62012
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
62011
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
52015
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
32017
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
32015
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
32011
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
22011
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
12018
Estimation locale d’un champ de diffusion par modèles à noyaux
N Ghadban, P Honeine, C Francis, F Mourad-Chehade, J Farah, M Kallas
Actes de la 14-ème conférence ROADEF de la Société Française de Recherche …, 2013
12013
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