Locally Weighted Ensemble Clustering

• Published in: IEEE transactions on cybernetics Vol. 48; no. 5; pp. 1460 - 1473
• Main Authors: Huang, Dong, Wang, Chang-Dong, Lai, Jian-Huang
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.05.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Cluster uncertainty estimation; Clustering; Clustering algorithms; consensus clustering; ensemble clustering; Estimation; Indexes; local weighting; Partitioning algorithms; Reliability analysis; Robustness; Uncertainty

Due to its ability to combine multiple base clusterings into a probably better and more robust clustering, the ensemble clustering technique has been attracting increasing attention in recent years. Despite the significant success, one limitation to most of the existing ensemble clustering methods i...