Следене
Paul Honeine
Paul Honeine
Professor in Machine Learning & Signal Processing, LITIS Lab, Université de Rouen Normandie
Потвърден имейл адрес: univ-rouen.fr - Начална страница
Заглавие
Позовавания
Позовавания
Година
Online prediction of time series data with kernels
C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 57 (3), 1058-1067, 2008
5632008
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
4172019
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
2102012
Analyzing the expressive power of graph neural networks in a spectral perspective
M Balcilar, G Renton, P Héroux, B Gaüzère, S Adam, P Honeine
International Conference on Learning Representations, 2021
2042021
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
1532014
Breaking the limits of message passing graph neural networks
M Balcilar, P Héroux, B Gauzere, P Vasseur, S Adam, P Honeine
International Conference on Machine Learning, 599-608, 2021
1462021
Maximum correntropy unscented filter
X Liu, B Chen, B Xu, Z Wu, P Honeine
International Journal of Systems Science 48 (8), 1607-1615, 2017
1462017
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
1452010
Preimage problem in kernel-based machine learning
P Honeine, C Richard
IEEE Signal Processing Magazine 28 (2), 77-88, 2011
1312011
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
130*2014
Online kernel principal component analysis: A reduced-order model
P Honeine
IEEE transactions on pattern analysis and machine intelligence 34 (9), 1814-1826, 2011
1302011
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
1032014
Nonnegative least-mean-square algorithm
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 59 (11), 5225-5235, 2011
932011
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
902016
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey
R El Jurdi, C Petitjean, P Honeine, V Cheplygina, F Abdallah
arXiv preprint arXiv:2011.08018, 2020
892020
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
822011
Bridging the gap between spectral and spatial domains in graph neural networks
M Balcilar, G Renton, P Héroux, B Gauzere, S Adam, P Honeine
arXiv preprint arXiv:2003.11702, 2020
792020
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
752011
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
672012
Bb-unet: U-net with bounding box prior
R El Jurdi, C Petitjean, P Honeine, F Abdallah
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1189-1198, 2020
652020
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