51 citations · 153 across the 10 of their papers we have counts for
10 papers
Least Squares Maximum and Weighted Generalization-Memorization Machines
Shuai Wang, Zhen Wang, Yuan-Hai Shao
In this paper, we propose a new way of remembering by introducing a memory influence mechanism for the least squares support vector machine (LSSVM). Without changing the equation c…
Generalization-Memorization Machines
Zhen Wang, Yuan-Hai Shao
Classifying the training data correctly without over-fitting is one of the goals in machine learning. In this paper, we propose a generalization-memorization mechanism, including a…
Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data
Jianhua Zhao, Haiye Liang, Shulan Li +2
In recent years, the methods on matrix-based or bilinear discriminant analysis (BLDA) have received much attention. Despite their advantages, it has been reported that the traditio…
Fuzzy Discriminant Clustering with Fuzzy Pairwise Constraints
Zhen Wang, Shan-Shan Wang, Lan Bai +2
In semi-supervised fuzzy clustering, this paper extends the traditional pairwise constraint (i.e., must-link or cannot-link) to fuzzy pairwise constraint. The fuzzy pairwise constr…
Multiple Flat Projections for Cross-manifold Clustering
Lan Bai, Yuan-Hai Shao, Wei-Jie Chen +2
Cross-manifold clustering is a hard topic and many traditional clustering methods fail because of the cross-manifold structures. In this paper, we propose a Multiple Flat Projectio…
A general model for plane-based clustering with loss function
Zhen Wang, Yuan-Hai Shao, Lan Bai +2
In this paper, we propose a general model for plane-based clustering. The general model contains many existing plane-based clustering methods, e.g., k-plane clustering (kPC), proxi…