Based on Similarity Metric Learning for Semi-Supervised Clustering

Semi-supervised clustering employs a small amount of labeled data to aid unsupervised learning. The focus of this paper is on Metric Learning, with particular interest in incorporating side information to make it semi-supervised. This study is primarily motivated by an application: face-image cluste...

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Bibliographic Details
Main Author: Wei QIU
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2014-08-01
Series:Sensors & Transducers
Subjects:
Online Access:http://www.sensorsportal.com/HTML/DIGEST/august_2014/Vol_177/P_2339.pdf