Constrained K-means Clustering with Background Knowledge (2001)

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by Kiri Wagstaff , Claire Cardie , Seth Rogers , Stefan Schroedl
Venue:In ICML
Citations:250 - 9 self

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116 Clustering with instance-level constraints – Lou Wagstaff, Kiri Lou Wagstaff, Ph. D - 2000
177 Survey of clustering data mining techniques – Pavel Berkhin - 2002
From Instance-level Constraints to Space-level Constraints: – Making The Most, Dan Klein, Sepandar D. Kamvar, Christopher D. Manning - 2002
Classification of Human Knee Data from Magnetic Resonance Images – Constantino Carlos Reyes-aldasoro, Abhir Bhalerao - 2002
8 On Discovery of Extremely Low-Dimensional Clusters Using Semi-Supervised Projected Clustering – Kevin Y. Yip, David W. Cheung, Michael K. Ng - 2004
18 Learning recursive Bayesian multinets for data clustering by means of constructive induction – J.M. Peña, J.A. Lozano, P. Larrañaga - 2001
7. PERFORMING ORGANIZATION NAME(S) AND ADDRESS(ES) – Wayne Iba - 1991
Concept Formation in Complex Domains – Ketterlin And, A. Ketterlin, J. J. Korczak - 1994
5 Unsupervised Learning of Probabilistic Concept Hierarchies – Wayne Iba, Pat Langley - 2001
1 Exploiting Parallelism in Knowledge Discovery Systems to Improve Scalability – Gehad Galal, Diane J. Cook, Lawrence B. Holder - 1998
1 Using data and theory in multistrategy (mis)concept(ion) discovery – Raymund Sison, Masayuki Numao, Masamichi Shimura - 1997
7 Hierarchical Clustering of Composite Objects with a Variable Number of Components – A. Ketterlin , P. Gançarski, J. J. Korczak - 1995
14 Structural Mining of Molecular Biology Data – Diane J. Cook, Lawrence B. Holder, Shaobing Su, Ron Maglothin, Istvan Jonyer - 2001
7 Efficient data store discovery in a scientific P2P network – Alexander Löser, Er Löser, Martin Wolpers, Wolf Siberski, Wolfgang Nejdl - 2003
17 Machine Discovery Of Protein Motifs – Darrell Conklin - 1995
22 Using Logical Decision Trees for Clustering – Luc De Raedt, Hendrik Blockeel - 1997
11 Approaches to parallel graph-based knowledge discovery – Diane J. Cook, Lawrence B. Holder, Gehad Galal, Ron Maglothin - 2001
4 Structured Concept Discovery: Theory and Methods – Darrell Conklin - 1994
13 Semantic Lexicon Acquisition for Learning Natural Language Interfaces – Cynthia A. Thompson, Raymond J. Mooney - 1989