Clustering based on context similarity

Proc. - 2008 1st International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems. Medical Applications of the Complex Systems. Biomedical Computing, CANS 2008

Volumn , Issue , 2008, Pages 157-165

  Kovács, László ^a   Répási, Tibor ^a   Baksa Varga, Erika ^a   Barabás, Péter ^a  

^a UNIVERSITY OF MISKOLC   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT-BASED; GRAMMAR INDUCTION; HIERARCHICAL AGGLOMERATIVE CLUSTERING ALGORITHM; METRIC SPACES; SEMANTIC BEHAVIOR; WORD CLUSTERING;

COMPUTER SCIENCE; LARGE SCALE SYSTEMS; MEDICAL APPLICATIONS; SET THEORY; TOPOLOGY;

CLUSTERING ALGORITHMS;

EID: 70350552362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CANS.2008.26     Document Type: Conference Paper

References (13)

1. Jurafsky, D., and Martin, J., Speech and Language Processing, 2000.
2. Roberts, A., "Automatic acquisition of word classification using distribution analysis of content words with respect to function words", Technical Report, School of Computing, University of Leeds, 2002.
3. Hartigan, J. A., Clustering Algorithms, John Wiley & Sons, New York, 1975.
4. Duda, O. R., Hart, E. P., and Stork, G. D., "Unsupervised learning and clustering", in Pattern Classification, 2nd edition, John Wiley & Sons Inc, USA, 2001.
5. Manning, C., and Schütze, H., Foundations of Statistical Natural Language Processing, 2000.
6. Manning, C. D., Raghavan, P., and Schütze, H., Introduction to Information Retrieval, Cambridge University Press, 2008.
7. Kogan, J., "Means clustering algorithms for text data", in Proc. of first SIAM Conference on Data Mining, pp. 47-57, 2001.
8. Boley, D., "Principal Direction Divisive Partitioning", Data Mining and Knowledge Discovery, pp. 325-344, 1998.
9. Golub, G., and Van Loan, C., Matrix computations, University Press, Baltimore, 1996.
10. Johnson, S. C., "Hierarchical clustering schemes", Psychometrika, 2:241-254, 1967.
11. Levenshtein, V. I., "Binary codes capable of correcting deletions, insertions, and reversals", Soviet Physics Doklady, 10:707-710, 1966.
12. Minka, T. P., "The 'summation hack' as an outlier model", August 22, 2003.
13. Zipf, G. K., Human Behaviour and the Principle of Least Effort, Addison Wesley Press, New York, 1949.