Search Results for author: Li-Ming Liu

Found 3 papers, 0 papers with code

Principal Component Analysis Based on T$\ell_1$-norm Maximization

no code implementations23 May 2020 Xiang-Fei Yang, Yuan-Hai Shao, Chun-Na Li, Li-Ming Liu, Nai-Yang Deng

Classical principal component analysis (PCA) may suffer from the sensitivity to outliers and noise.

Insensitive Stochastic Gradient Twin Support Vector Machine for Large Scale Problems

no code implementations19 Apr 2017 Zhen Wang, Yuan-Hai Shao, Lan Bai, Li-Ming Liu, Nai-Yang Deng

In this paper, stochastic gradient descent algorithm is investigated to twin support vector machines for classification.

General Classification

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