Clustering by similarity in an auxiliary space

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1983, Issue , 2000, Pages 3-8

  Sinkkonen, Janne ^a   Kaski, Samuel ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; INTELLIGENT AGENTS;

CLUSTERING METHODS; CONTINUOUS DATA; DISTORTION MEASURES; GAUSSIAN BASIS FUNCTIONS; MUTUAL INFORMATIONS; ON-LINE ALGORITHMS; POSTERIOR DISTRIBUTIONS; SIMILARITY MEASURE;

ENGINEERING EDUCATION;

EID: 84944038416     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44491-2_1     Document Type: Conference Paper

References (9)

1. Becker, S.: Mutual information maximization: models of cortical self-organization. Network: Computation in Neural Systems 7 (1996) 7-31
2. Hastie, T., Tibshirani, R., Buja, A.: Flexible discriminant and mixture models. In: Kay, J., Titterington, D. (eds.): Neural Networks and Statistics. Oxford University Press (1995)
3. Hofmann, T.: Learning the similarity of documents: An information-geometric approach to document retrieval and categorization. In: Solla, S. A., Leen, T. K., Müller, K.-R. (eds.): Advances in Neural Information Processing Systems 12. MIT Press, Cambridge MA (2000) 914-920
4. Jaakkola, T. S., Haussler, D.: Exploiting generative models in discriminative classifiers. In: Kearns, M. S., Solla, S. A., Cohn, D. A. (eds.): Advances in Neural Information Processing Systems 11. Morgan Kauffmann Publishers, San Mateo CA (1999) 487-493
5. Kaski, S., Sinkkonen, J.: Metrics that learn relevance. In: Proc. IJCNN-2000, International Joint Conference on Neural Networks. IEEE (2000) V:547-552
6. Mardia, K. V.: Statistics of directional data. Journal of the Royal Statistical Society, series B 37 (1975) 349-393
7. Pereira, F., Tishby, N., Lee, L.: Distributional clustering of English words. In: Proceedings of the 30th Annual Meeting of the Association for Computational Linguistics (1983) 183-190.
8. Salton, G., McGill, M. J.: Introduction to modern information retrieval. McGraw- Hill, New York (1983)
9. Tishby, N., Pereira, F. C., Bialek, W.: The information bottleneck method. In: 37th Annual Allerton Conference on Communication, Control, and Computing. Illinois (1999)