A dynamic adaptive self-organising hybrid model for text clustering

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2003, Pages 75-82

  Hung, Chihli ^a   Wermter, Stefan ^a  

^a UNIVERSITY OF SUNDERLAND   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 78149343475     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. T. Honkela, S. Kaski, K. Lagus, and T. Kohonen, "Newsgroup exploration with WEBSOM method and browsing interface", Report A32, Helsinki University of Technology, 1996.
2. T. Kohonen, Self-organization and associative memory, Springer-Verlag, Berlin, 1984.
3. S. Grossberg, "Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors", Biological Cybernetics, vol. 23, 1976, pp. 121-131.
4. T. Martinetz and K. Schulten, "A 'Neural-Gas' network learns topologies", Artificial Neural Network, vol. I, 1991, pp. 397-402.
5. B. Fritzke, "Growing grid-a self-organizing network with constant neighborhood range and adaptation strength", Neural Processing Letters, vol. 2 no. 5, 1995, pp. 9-13.
6. D. Alahakoon, S.K. Halgamuge and B. Srinivasan, "Dynamic self-organizing maps with controlled growth for knowledge discovery", IEEE Tractions on Neural Networks, vol. 11, no. 3, 2000, pp. 601-614.
7. V. Hodge and J. Austin, "Hierarchical growing cell structures: TrccGCS", Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems, 2000.
8. H. Chen, C. Schuffels and R. Orwig, "Internet categorization and search: a self-organizing approach", Journal of Visual Communication and Image Representation, vol. 7, no. 1, March, 1996, pp. 88-102.
9. A. Rauber, D. Merkl and M. Dittenbach, "The growing hierarchical self-organizing maps: exploratory analysis of high-dimensional data", IEEE Transactions on Neural Networks, vol. 13, no. 6, 2002, pp.1331-1341.
10. B. Fritzke, "Growing cell structures - a self-organizing network for unsupervised and supervised learning", Neural Networks, vol. 7, no. 9, 1994, pp.1441-1460.
11. B. Fritzke, "A growing neural gas network learns topologies", Advances in Neural Information Processing Systems 7, G. Tesauro, D.S. Touretzky, and T.K. Leen, eds., MIT Press, Cambridge MA, 1995, pp. 625-632.
12. J. Blackmore and R. Miikkulainen, "Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map", Proceedings of the IEEE International Conference on Neural Networks (ICNN'93), San Francisco, CA, USA, 1993.
13. B. Fritzke, "A self-organizing network that can follow non-stationary distributions", Proceedings of ICANN'97, International Conference on Artificial Neural Networks, Springer, 1997, pp. 613-618.
14. R. Lang and K. Warwick, "The plastic self organising map", IEEE World Congress on Computational Intelligence, 2002.
15. S. Marsland, J. Shapiro and U. Nehmzow, "A self-organising network that grows when required", Neural Networks, vol. 15, 2002, pp. 1041-1058.
16. T. Kohonen, Self-organizing maps. Springer-Verlag, 2001.
17. T. Kohonen, S. Kaski, K. Lagus, J. Salojarvi, J. Honkela, V. Paatero and A. Saarela, "Self organization of a massive document collection", IEEE Transactions on Neural Networks, vol. 11, no. 3, 2000, pp. 574-585.
18. th International Conference on Computational Linguistics (COLING2002), Taipei, Taiwan, 2002, pp. 1086-1092.
19. T.G. Rose, M. Stevenson and M. Whitehead, "The Reuters Corpus Volume 1 - from Yesterday's News to Tomorrow's Language Resources", Proceedings of the Third International Conference on Language Resources and Evaluation, Las Palmas de Gran Canaria, 2002, pp. 29-31.
20. G. Salton, Automatic Text Processing: the Transformation, Analysis, and Retrieval of Information by Computer, Addison-Wesley, USA, 1989.
21. GA. Miller, "WordNet: a dictionary browser", Proceedings of the First International Conference on Information in Data, University of Waterloo, Waterloo, 1985.
22. S. Chakrabarti, "Data mining for hypertext: a tutorial survey", ACM SIGKDD Explorations, vol. 1, no. 2, 2000, pp. 1-11.
23. G. Salton, and C. Buckley, "Term-weighting approaches in automatic text retrieval", Information Processing & Management, vol. 24, no. 5, 1988, pp. 513-523.