2 papers
cs.LG2024
Similarity and Dissimilarity Guided Co-association Matrix Construction for Ensemble Clustering
Xu Zhang, Yuheng Jia, Mofei Song +1
Ensemble clustering aggregates multiple weak clusterings to achieve a more accurate and robust consensus result. The Co-Association matrix (CA matrix) based method is the mainstrea…
cs.LG2024
Semi-supervised Symmetric Non-negative Matrix Factorization with Low-Rank Tensor Representation
Yuheng Jia, Jia-Nan Li, Wenhui Wu +1
Semi-supervised symmetric non-negative matrix factorization (SNMF) utilizes the available supervisory information (usually in the form of pairwise constraints) to improve the clust…