An intelligent weighted kernel K-means algorithm for high dimension data

• Main Authors: Maarof, Mohd. Aizaini, Kenari, Abdolreza Rasouli, Md. Sap, M. N., Shamsi, Mahboubeh
• Format: Book Section
• Published: Institute of Electrical and Electronics Engineers 2009
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/12985/; http://dx.doi.org/10.1109/ICADIWT.2009.5273893
• Institution: Universiti Teknologi Malaysia

Clustering is a kind of unsupervised classification of objects into groups so that objects from the same cluster are more similar to each other than objects from different clusters. In this paper, we focus on Weighted Kernel K-Means method for its capability to handle nonlinear separability, noise,...