Concepedia

Weifeng Liu

WL

Statistics

Publications

112

Citations

5K

H-Index

35

Active since

1995

Affiliations

China University of Petroleum, East China(Current)

Yunnan University

University of Macau

Chinese Academy of Sciences

Shenzhen Institutes of Advanced Technology

Weifeng Liu is an author at China University of Petroleum, East China specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningPattern RecognitionData ScienceImage AnalysisDeep LearningComputer VisionComputer ScienceMachine VisionSemi-supervised Learning

Publications per year

1995–2024

112

Publications

112

The Kernel Least-Mean-Square Algorithm

Weifeng Liu, Puskal P. Pokharel, José C. Prı́ncipe · IEEE Transactions on Signal Processing · 2008 · 632 citations

Adaptive Filter, Engineering, Machine Learning +12

An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters

Weifeng Liu, Il Memming Park, J.C. Principe · IEEE Transactions on Neural Networks · 2009 · 227 citations

Engineering, Machine Learning, Systematic Sparsification Scheme +17

Multiview Hessian discriminative sparse coding for image annotation

Weifeng Liu, Dacheng Tao, Jun Cheng et al. · Computer Vision and Image Understanding · 2013 · 213 citations

Sparse Representation, Machine Vision, Image Analysis +7

Extended Kernel Recursive Least Squares Algorithm

Weifeng Liu, Il Memming Park, Yiwen Wang et al. · IEEE Transactions on Signal Processing · 2009 · 208 citations

State Estimation, Nonlinear System Identification, Support Vector Machine +15

Kernel Affine Projection Algorithms

Weifeng Liu, José C. Prı́ncipe · EURASIP Journal on Advances in Signal Processing · 2008 · 192 citations · Full text

Powerful Nonlinear Extensions, Adaptive Filter, Machine Vision +14

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