EK-NNclus: A clustering procedure based on the evidential K-nearest neighbor rule

• Main Authors: Thierry Denœux, Orakanya Kanjanatarakul, Songsak Sriboonchitta
• Format: Journal
• Published: 2018
• Subjects: Agricultural and Biological Sciences
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84941598843&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/44835
• Institution: Chiang Mai University

© 2015 Elsevier B.V. All rights reserved. We propose a new clustering algorithm based on the evidential K nearest-neighbor (EK-NN) rule. Starting from an initial partition, the algorithm, called EK-NNclus, iteratively reassigns objects to clusters using the EK-NN rule, until a stable partition is ob...