From cluster ensemble to structure ensemble

DOI10.1016/j.ins.2012.02.019zbMath1248.68425OpenAlexW2099984621MaRDI QIDQ712663

Hau-San Wong, Guoqiang Han, Zhiwen Yu, Jane You

Publication date: 17 October 2012

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2012.02.019

zbMATH Keywords

cluster ensemblestructure ensemble

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Rough subspace-based clustering ensemble for categorical data ⋮ Understanding the adjusted Rand index and other partition comparison indices based on counting object pairs ⋮ A sequential ensemble clusterings generation algorithm for mixed data

Uses Software

• UCI-ml
• AdaBoost.MH
• Mosclust

Cites Work

• Bagging predictors
• A decision-theoretic generalization of on-line learning and an application to boosting
• Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
• A Method for Comparing Two Hierarchical Clusterings
• 10.1162/153244303321897735
• Self-organizing maps.
• Random forests
• Unnamed Item
• Unnamed Item

This page was built for publication: From cluster ensemble to structure ensemble