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Inderjit S. Dhillon

Papers on DiSC'04


Information Theoretic Clustering of Sparse Co-Occurrence Data

Information-theoretic co-clustering

Publications


Note: Links lead to the DBLP on the Web.

Inderjit S. Dhillon

Inderjit S. Dhillon, Yuqiang Guan : Information Theoretic Clustering of Sparse Co-Occurrence Data. ICDM 2003 : 517-520

Inderjit S. Dhillon, Subramanyam Mallela , Dharmendra S. Modha : Information-theoretic co-clustering. KDD 2003 : 89-98

Inderjit S. Dhillon, Edward M. Marcotte , Usman Roshan : Diametrical clustering for identifying anti-correlated gene clusters. Bioinformatics 19 (13): 1612-1619 (2003)

Inderjit S. Dhillon, Subramanyam Mallela , Rahul Kumar : A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification. Journal of Machine Learning Research 3 : 1265-1287 (2003)

Inderjit S. Dhillon, Yuqiang Guan , J. Kogan : Iterative Clustering of High Dimensional Text Data Augmented by Local Search. ICDM 2002 : 131-138

Inderjit S. Dhillon, Subramanyam Mallela , Rahul Kumar : Enhanced word clustering for hierarchical text classification. KDD 2002 : 191-200

Inderjit S. Dhillon: Co-clustering documents and words using bipartite spectral graph partitioning. KDD 2001 : 269-274

Inderjit S. Dhillon, Dharmendra S. Modha : Concept Decompositions for Large Sparse Text Data Using Clustering. Machine Learning 42 (1/2): 143-175 (2001)

Inderjit S. Dhillon, Dharmendra S. Modha : A Data-Clustering Algorithm on Distributed Memory Multiprocessors. Large-Scale Parallel Data Mining 1999 : 245-260

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