Jie Chen's Homepage

Reproducible works

Nonlinear unmixing of hyperspectral data with kernels 

J. Chen, C. Richard and  P. Honeine, Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation model. IEEE Transactions on signal processing, vol. 61, no. 2, pp. 480-492, Jan. 2013. 

Clustered diffusion LMS algorithm

J. Chen, C. Richard and A. H. Sayed, Multitask diffusion LMS over network. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014. 

Convergence model for Gaussian kernel LMS 

J. Chen, W. Gao, C. Richard and J. C. M. Bermudez, Convergence analysis of kernel LMS algorithm with pre-tuned dictionary. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.

Diffusion LMS over multitask networks

J. Chen,  C. Richard and A. H. Sayed, Diffusion LMS over multitask networks. IEEE Transaction on Signal Processing, vol. 63, no. 11, pp. 2733 -2748, Jun. 2015.


I am a professor, and Vice Dean of "Center of Intelligent Acoustics and Immersive Communications" (CIAIC) at School of Marine Science and Technology of Northwestern Polytechnical University, China I am an expert of "thousand youth talents plan" of China. From Apr. 2014 to Mar. 2015, I worked at Department of Electronic Engineering and Computer Science of University of Michigan (Ann Arbor, US) with Prof. Alfred O. Hero and Prof. Indika Rajapakse.




Spectral identification of topological domains

J. Chen, A. O. Hero and I. Rajapakse,  Spectral identification of topological domains. Bioinformatics. 2016

JChomepage : Updated 25 Feb. 2015
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