Correntropy: Properties and applications in non-Gaussian signal processing W Liu, PP Pokharel, JC Príncipe IEEE Transactions on Signal Processing 55 (11), 5286-5298, 2007 | 1282 | 2007 |
Information theoretic learning: Renyi's entropy and kernel perspectives JC Principe Springer Science & Business Media, 2010 | 975 | 2010 |
Kernel adaptive filtering: a comprehensive introduction W Liu, JC Principe, S Haykin John Wiley & Sons, 2011 | 832 | 2011 |
The kernel least-mean-square algorithm W Liu, PP Pokharel, JC Principe IEEE Transactions on Signal Processing 56 (2), 543-554, 2008 | 607 | 2008 |
An information theoretic approach of designing sparse kernel adaptive filters W Liu, I Park, JC Principe IEEE Transactions on Neural Networks 20 (12), 1950-1961, 2009 | 229 | 2009 |
Extended kernel recursive least squares algorithm W Liu, I Park, Y Wang, JC Príncipe IEEE Transactions on Signal Processing 57 (10), 3801-3814, 2009 | 205 | 2009 |
Kernel affine projection algorithms W Liu, JC Príncipe EURASIP Journal on Advances in Signal Processing 2008 (1), 784292, 2008 | 190 | 2008 |
Correntropy: A localized similarity measure W Liu, PP Pokharel, JC Principe Neural Networks, 2006. IJCNN'06. International Joint Conference on, 4919-4924, 2006 | 177 | 2006 |
Fixed-budget kernel recursive least-squares S Van Vaerenbergh, I Santamaría, W Liu, JC Príncipe Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International …, 2010 | 112 | 2010 |
On a PCA-based lung motion model R Li, JH Lewis, X Jia, T Zhao, W Liu, S Wuenschel, J Lamb, D Yang, ... Physics in medicine and biology 56 (18), 6009, 2011 | 100 | 2011 |
The correntropy MACE filter KH Jeong, W Liu, S Han, E Hasanbelliu, JC Principe Pattern Recognition 42 (5), 871-885, 2009 | 77 | 2009 |
Error entropy, correntropy and m-estimation W Liu, PP Pokharel, JC Principe Machine Learning for Signal Processing, 2006. Proceedings of the 2006 16th …, 2006 | 70 | 2006 |
Kernel least mean square algorithm with constrained growth PP Pokharel, W Liu, JC Principe Signal Processing 89 (3), 257-265, 2009 | 49 | 2009 |
Kernel lms PP Pokharel, W Liu, JC Principe Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE …, 2007 | 42 | 2007 |
A unifying criterion for instantaneous blind source separation based on correntropy R Li, W Liu, JC Principe Signal Processing 87 (8), 1872-1881, 2007 | 38 | 2007 |
A low complexity robust detector in impulsive noise PP Pokharel, W Liu, JC Principe Signal Processing 89 (10), 1902-1909, 2009 | 37 | 2009 |
Information theoretic mean shift algorithm S Rao, W Liu, JC Principe, ADM Martins Machine Learning for Signal Processing, 2006. Proceedings of the 2006 16th …, 2006 | 33 | 2006 |
Damage prevention interposer for electronic package and electronic interconnect structure W Liu US Patent 7,742,311, 2010 | 25 | 2010 |
Empirical study of nonlinearity tensor dominating THz generation in barium borate crystal through optical rectification Y Zhang, Y Zheng, S Xu, W Liu Applied Physics B: Lasers and Optics 103 (4), 831-835, 2011 | 8 | 2011 |
Kernel Recursive Least‐Squares Algorithm W Liu, JC Príncipe, S Haykin Kernel Adaptive Filtering: A Comprehensive Introduction, 94-123, 2010 | 5 | 2010 |