Chih‐Jen Lin
National Yang Ming Chiao Tung University(TW)National Taiwan University(TW)National Tsing Hua University(TW)Institute of Earth Sciences, Academia Sinica(TW)Agricultural Biotechnology Research Center, Academia Sinica(TW)
Publications by Year
Research Areas
Face and Expression Recognition, Neural Networks and Applications, Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research, Machine Learning and Data Classification
Most-Cited Works
- → LIBSVM(2011)41,166 cited
- LIBLINEAR: A Library for Large Linear Classification(2008)
- A Practical Guide to Support Vector Classication(2008)
- → Projected Gradient Methods for Nonnegative Matrix Factorization(2007)1,766 cited
- → Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel(2003)1,607 cited
- → Probability Estimates for Multi-class Classification by Pairwise Coupling(2004)1,479 cited
- Working Set Selection Using Second Order Information for Training Support Vector Machines(2005)
- → Combining SVMs with Various Feature Selection Strategies(2008)990 cited