An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random k-Means Ensemble

Lai, YX; He, SY; Lin, ZJ; Yang, F; Zhou, QF; Zhou, XF

Yang, F (corresponding author), Xiamen Univ, Dept Automat, Xiamen Key Lab Big Data Intelligent Anal & Decis, Xiamen 361005, Fujian, Peoples R China.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021; 33 (5): 1877

Abstract

Semi-supervised cluster ensemble usually introduces a small amount of supervision in the first stage of cluster ensemble, i.e., ensemble generation, b......

Full Text Link