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Paul Honeine
Paul Honeine
Professor in Machine Learning & Signal Processing, LITIS Lab, Université de Rouen Normandie
Verified email at univ-rouen.fr - Homepage
Title
Cited by
Cited by
Year
Online prediction of time series data with kernels
C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 57 (3), 1058-1067, 2008
5512008
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
3922019
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
2122012
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, 2020
1672020
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
1462014
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
Maximum correntropy unscented filter
X Liu, B Chen, B Xu, Z Wu, P Honeine
International Journal of Systems Science 48 (8), 1607-1615, 2017
1282017
Online kernel principal component analysis: A reduced-order model
P Honeine
IEEE transactions on pattern analysis and machine intelligence 34 (9), 1814-1826, 2011
1282011
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
126*2014
Preimage problem in kernel-based machine learning
P Honeine, C Richard
IEEE Signal Processing Magazine 28 (2), 77-88, 2011
1252011
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
1162021
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
1052014
Nonnegative least-mean-square algorithm
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 59 (11), 5225-5235, 2011
902011
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
882016
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
812011
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
772020
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
762011
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
662020
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
632012
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
612020
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