Search Results for author: Lan Bai

Found 5 papers, 1 papers with code

Fuzzy Discriminant Clustering with Fuzzy Pairwise Constraints

1 code implementation17 Apr 2021 Zhen Wang, Shan-Shan Wang, Lan Bai, Wen-Si Wang, Yuan-Hai Shao

In semi-supervised fuzzy clustering, this paper extends the traditional pairwise constraint (i. e., must-link or cannot-link) to fuzzy pairwise constraint.

Clustering

Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications

no code implementations11 Nov 2020 Yan-Ru Guo, Yan-Qin Bai, Chun-Na Li, Lan Bai, Yuan-Hai Shao

Recently proposed L2-norm linear discriminant analysis criterion via the Bhattacharyya error bound estimation (L2BLDA) is an effective improvement of linear discriminant analysis (LDA) for feature extraction.

Image Reconstruction Vocal Bursts Valence Prediction

Multiple Flat Projections for Cross-manifold Clustering

no code implementations17 Feb 2020 Lan Bai, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng

In this paper, we propose a Multiple Flat Projections Clustering (MFPC) to deal with cross-manifold clustering problems.

Clustering

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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