Cluster ensemble of valid small clusters

• Published in: Journal of intelligent & fuzzy systems Vol. 39; no. 1; pp. 525 - 542
• Main Authors: Li, Guang, Mahmoudi, Mohammad Reza, Qasem, Sultan Noman, Tuan, Bui Anh, Pho, Kim-Hung
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 01.01.2020; Sage Publications Ltd
• Subjects: Algorithms; Cluster analysis; Clustering; Data mining; Partitions; Vector quantization; small cluster; cluster ensemble; kmeans clustering; Graph representation

During the last decade, ensemble clustering has been the subject of many researches in data mining. In ensemble clustering, several basic partitions are first generated and then a function is used for the clustering aggregation in order to create a final partition that is similar to all of the basic...