BELMKN : Bayesian extreme learning machines Kohonen Network

• Main Authors: Simha C, Sumanth, G, Nagaraj, Thapa, Meenakumari, M, Indiramma, Senthilnath, Jayavelu
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Clustering; Bayesian Information Criteria
• Online Access: https://hdl.handle.net/10356/87582; http://hdl.handle.net/10220/45436
• Institution: Nanyang Technological University

This paper proposes the Bayesian Extreme Learning Machine Kohonen Network (BELMKN) framework to solve the clustering problem. The BELMKN framework uses three levels in processing nonlinearly separable datasets to obtain efficient clustering in terms of accuracy. In the first level, the Extreme Learn...