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Paul Honeine
Paul Honeine
Professor in Machine Learning & Signal Processing, LITIS Lab, Université de Rouen Normandie
Adresse e-mail validée de univ-rouen.fr - Page d'accueil
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Online prediction of time series data with kernels
C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 57 (3), 1058-1067, 2008
5022008
Multiple instance learning for histopathological breast cancer image classification
PJ Sudharshan, C Petitjean, F Spanhol, LE Oliveira, L Heutte, P Honeine
Expert Systems with Applications 117, 103-111, 2019
2572019
Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation model
J Chen, C Richard, P Honeine
IEEE Transactions on Signal Processing 61 (2), 480-492, 2012
1992012
Testing stationarity with surrogates: A time-frequency approach
P Borgnat, P Flandrin, P Honeine, C Richard, J Xiao
IEEE Transactions on Signal Processing 58 (7), 3459-3470, 2010
1352010
Target tracking using machine learning and Kalman filter in wireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Sensors Journal, 2014
1192014
ell_p-norms in One-Class Classification for Intrusion Detection in SCADA Systems
P Nader, P Honeine, P Beauseroy
Industrial Informatics, IEEE Transactions on 10 (4), 2308-2317, 2014
116*2014
Preimage problem in kernel-based machine learning
P Honeine, C Richard
IEEE Signal Processing Magazine 28 (2), 77-88, 2011
1152011
Online kernel principal component analysis: A reduced-order model
P Honeine
IEEE transactions on pattern analysis and machine intelligence 34 (9), 1814-1826, 2011
1142011
Nonlinear Estimation of Material Abundances in Hyperspectral Images With L1-Norm Spatial Regularization
J Chen, C Richard, P Honeine
IEEE Transactions on Geoscience and Remote Sensing 52 (5), 2654-2665, 2014
1002014
Maximum correntropy unscented filter
X Liu, B Chen, B Xu, Z Wu, P Honeine
International Journal of Systems Science 48 (8), 1607-1615, 2017
872017
Nonnegative least-mean-square algorithm
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 59 (11), 5225-5235, 2011
832011
Wireless sensor networks in biomedical: Body area networks
P Honeine, F Mourad, M Kallas, H Snoussi, H Amoud, C Francis
International Workshop on Systems, Signal Processing and their Applications …, 2011
772011
Hyperspectral unmixing in presence of endmember variability, nonlinearity, or mismodeling effects
A Halimi, P Honeine, JM Bioucas-Dias
IEEE Transactions on Image Processing 25 (10), 4565-4579, 2016
752016
Geometric unmixing of large hyperspectral images: A barycentric coordinate approach
P Honeine, C Richard
IEEE Transactions on Geoscience and Remote Sensing 50 (6), 2185-2195, 2011
692011
Analyzing the expressive power of graph neural networks in a spectral perspective
M Balcilar, R Guillaume, P Héroux, B Gaüzère, S Adam, P Honeine
Proceedings of the International Conference on Learning Representations (ICLR), 2021
682021
On-line nonlinear sparse approximation of functions
P Honeine, C Richard, JCM Bermudez
2007 IEEE International Symposium on Information Theory, 956-960, 2007
562007
Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Sensors Journal 16 (7), 2115-2126, 2015
492015
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
2012 19th International Conference on Telecommunications (ICT), 1-5, 2012
492012
Analyzing sparse dictionaries for online learning with kernels
P Honeine
IEEE Transactions on Signal Processing 63 (23), 6343-6353, 2015
452015
Correntropy-based robust multilayer extreme learning machines
C Liangjun, P Honeine, QU Hua, Z Jihong, S Xia
Pattern Recognition 84, 357-370, 2018
392018
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