Weifeng Liu

21 papers B 2Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2015 — ch.
Theoretical Methods in Machine Learning.
Handbook of Computational Intelligence
Badong Chen, Weifeng Liu, José C. Príncipe
2013 J jnl
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.
IEEE Trans. Neural Networks Learn. Syst.
Derong Liu, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu
2012 — conf
The eighth annual MLSP competition: Overview.
MLSP
Ken Montanez, Weifeng Liu, Vince D. Calhoun, Catherine Huang, Kenneth E. Hild II
2010 — ch.
Adaptive Information Filtering with Error Entropy and Error Correntropy Criteria.
Information Theoretic Learning
Deniz Erdogmus, Weifeng Liu
2010 — ch.
Correntropy for Random Processes: Properties and Applications in Signal Processing.
Information Theoretic Learning
Puskal P. Pokharel, Ignacio Santamaría, Jianwu Xu, Kyu-Hwa Jeong, Weifeng Liu
2010 — ch.
Correntropy for Random Variables: Properties and Applications in Statistical Inference.
Information Theoretic Learning
Weifeng Liu, Puskal P. Pokharel, Jian-Wu Xu, Sohan Seth
2010 Misc conf
Fixed-budget kernel recursive least-squares.
ICASSP
Steven Van Vaerenbergh, Ignacio Santamaría, Weifeng Liu, José C. Príncipe
2010 — ch.
Nonlinear Adaptive Filtering with MEE, MCC, and Applications.
Information Theoretic Learning
Deniz Erdogmus, Rodney Morejon, Weifeng Liu
2009 J jnl
A low complexity robust detector in impulsive noise.
Signal Process.
Puskal P. Pokharel, Weifeng Liu, José C. Príncipe
2009 J jnl
An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters.
IEEE Trans. Neural Networks
Weifeng Liu, Il Park, José C. Príncipe
2009 J jnl
Extended kernel recursive least squares algorithm.
IEEE Trans. Signal Process.
Weifeng Liu, Il Park, Yiwen Wang, José C. Príncipe
2009 J jnl
Kernel least mean square algorithm with constrained growth.
Signal Process.
Puskal P. Pokharel, Weifeng Liu, José C. Príncipe
2009 J jnl
The correntropy MACE filter.
Pattern Recognit.
Kyu-Hwa Jeong, Weifeng Liu, Seungju Han, Erion Hasanbelliu, José C. Príncipe
2008 J jnl
Kernel Affine Projection Algorithms.
EURASIP J. Adv. Signal Process.
Weifeng Liu, José C. Príncipe
2008 J jnl
The Kernel Least-Mean-Square Algorithm.
IEEE Trans. Signal Process.
Weifeng Liu, Puskal P. Pokharel, José C. Príncipe
2008 B conf
The wellposedness analysis of the kernel adaline.
IJCNN
Weifeng Liu, José C. Príncipe
2007 — conf
A New Information Theoretic Measure of PDF Symmetry.
ICASSP (2)
Weifeng Liu, Puskal P. Pokharel, José C. Príncipe
2007 J jnl
A unifying criterion for instantaneous blind source separation based on correntropy.
Signal Process.
Ruijiang Li, Weifeng Liu, José C. Príncipe
2007 J jnl
Correntropy: Properties and Applications in Non-Gaussian Signal Processing.
IEEE Trans. Signal Process.
Weifeng Liu, Puskal P. Pokharel, José C. Príncipe
2007 — conf
Kernel LMS.
ICASSP (3)
Puskal P. Pokharel, Weifeng Liu, José C. Príncipe
2006 B conf
Correntropy: A Localized Similarity Measure.
IJCNN
Weifeng Liu, Puskal P. Pokharel, José C. Príncipe