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Proceedings of the 2004 SIAM International Conference on Data Mining || Minimum Sum-Squared Residue Co-clustering of Gene Expression Data

โœ Scribed by Berry, Michael W.; Dayal, Umeshwar; Kamath, Chandrika; Skillicorn, David


Book ID
121750429
Publisher
Society for Industrial and Applied Mathematics
Year
2004
Weight
923 KB
Volume
10.1137/1.9781611972740
Category
Article
ISBN
1611972744

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โœ Basu, Sugato; Bilenko, Mikhail; Mooney, Raymond J. ๐Ÿ“‚ Article ๐Ÿ“… 2004 ๐Ÿ› ACM Press โš– 183 KB

Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clusters. In recent years, a number of algorithms have been proposed for enhancing clustering quality by employing such supe