Jie Chen
Jie Chen
Professor, Northwestern Polytechnical University
Verified email at ieee.org - Homepage
TitleCited byYear
Multitask diffusion adaptation over networks
J Chen, C Richard, AH Sayed
IEEE Transactions on Signal Processing 62 (16), 4129-4144, 2014
1532014
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
1512012
Diffusion LMS over multitask networks
J Chen, C Richard, AH Sayed
IEEE Transactions on Signal Processing 63 (11), 2733-2748, 2015
1142015
Nonlinear Estimation of Material Abundances in Hyperspectral Images With -Norm Spatial Regularization
J Chen, C Richard, P Honeine
IEEE Transactions on Geoscience and Remote Sensing 52 (5), 2654-2665, 2013
772013
Functional organization of the human 4D Nucleome
H Chen, J Chen, LA Muir, S Ronquist, W Meixner, M Ljungman, T Ried, ...
Proceedings of the National Academy of Sciences 112 (26), 8002-8007, 2015
732015
Online dictionary learning for kernel LMS
W Gao, J Chen, C Richard, J Huang
IEEE Transactions on Signal Processing 62 (11), 2765-2777, 2014
652014
Nonnegative least-mean-square algorithm
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 59 (11), 5225-5235, 2011
582011
Spectral identification of topological domains
J Chen, AO Hero III, I Rajapakse
Bioinformatics 32 (14), 2151-2158, 2016
392016
Diffusion sign-error LMS algorithm: Formulation and stochastic behavior analysis
J Ni, J Chen, X Chen
Signal Processing 128, 142-149, 2016
372016
Diffusion LMS for multitask problems with overlapping hypothesis subspaces
J Chen, C Richard, AO Hero, AH Sayed
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
342014
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications
S Liu, J Chen, PY Chen, AO Hero
AISTATS, 2017
282017
Convergence analysis of kernel LMS algorithm with pre-tuned dictionary
J Chen, W Gao, C Richard, JCM Bermudez
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
272014
Large margin subspace learning for feature selection
B Liu, B Fang, X Liu, J Chen, Z Huang, X He
Pattern Recognition 46 (10), 2798-2806, 2013
272013
Variants of non-negative least-mean-square algorithm and convergence analysis
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 62 (15), 3990-4005, 2014
262014
Kernel LMS algorithm with forward-backward splitting for dictionary learning
W Gao, J Chen, C Richard, J Huang, R Flamary
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
252013
Nonlinear unmixing of hyperspectral images based on multi-kernel learning
J Chen, C Richard, P Honeine
2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2012
242012
Online least squares one-class support vector machines-based abnormal visual event detection
T Wang, J Chen, Y Zhou, H Snoussi
Sensors 13 (12), 17130-17155, 2013
222013
Internal transfer learning for improving performance in human action recognition for small datasets
T Wang, Y Chen, M Zhang, JIE Chen, H Snoussi
IEEE Access 5, 17627-17633, 2017
212017
Diffusion LMS for clustered multitask networks
J Chen, C Richard, AH Sayed
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
192014
Steady-state performance of non-negative least-mean-square algorithm and its variants
J Chen, JCM Bermudez, C Richard
IEEE Signal Processing Letters 21 (8), 928-932, 2014
182014
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