K-MEAP: Generating Specified K Clusters with Multiple Exemplars by Efficient Affinity Propagation

• Main Authors: Wang, Yangtao, Chen, Lihui
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2016
• Subjects: affinity propagation; clustering
• Online Access: https://hdl.handle.net/10356/81840; http://hdl.handle.net/10220/39690
• Institution: Nanyang Technological University

Recently, an attractive clustering approach named multi-exemplar affinity propagation (MEAP) has been proposed as an extension to the single exemplar based Affinity Propagation( AP). MEAP is able to automatically identify multiple exemplars for each cluster associated with a superexemplar. Howe...