Efficient semi-supervised spectral co-clustering with constraints

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2010, Pages 1043-1048

  Shi, Xiaoxiao ^a   Fan, Wei ^b   Yu, Philip S ^a  

^a 1120 Science and Engineering Offices   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC COMPLEXITY; CLICKTHROUGH DATA; CLUSTER STRUCTURE; CO-CLUSTERING; CO-CLUSTERS; EIGENVECTORS; FEATURE CORRELATION; INTERNAL STRUCTURE; MATRIX DECOMPOSITION; NORMALIZED MUTUAL INFORMATION; PATTERN DATUM; PRIOR INFORMATION; PRIOR KNOWLEDGE; SEMI-SUPERVISED; SOCIAL NETWORK SYSTEMS; TRACE MINIMIZATION; USER CLUSTERS;

BLOGS; CLUSTERING ALGORITHMS; COBALT; COBALT COMPOUNDS; DATA MINING; INTERNET; OPTIMIZATION;

CLUSTER ANALYSIS;

EID: 79951739034     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2010.64     Document Type: Conference Paper

References (7)

1. Dhillon, I. S.: Co-clustering documents and words using bipartite spectral graph partitioning. KDD'01. (2001)
2. Dhillon, I. S., Mallela, S., and Modha, D.S.: Information Theoretic Coclustering. KDD'03. (2003)
3. Madeira, S. C. and Oliveira, A. L.: Biclustering algorithms for biological data anslysis: A survey. IEEE Transactions on Computational Biology and Bioinformatics, 1(1), 24-45. (2004)
4. Pensa, R. G., Robardet C., and Boulicaut, J.: Towards constrained co-clustering in ordered 0/1 data sets. ISMIS'06. (2006)
5. Shi, J. and Malik, J.: Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8), 888-905. (2000)
6. Stahl, M. and Rarey, M. (Stahl Data Set): http://www.cheminformatics.org/ datasets/
7. Yan, X. and Han, J.: Gspan: Graph-based substructure pattern mining. ICDM'02. (2002)