Treesom: Cluster analysis in the self-organizing map

WSOM 2005 - 5th Workshop on Self-Organizing Maps

Volumn , Issue , 2005, Pages 429-438

  Samsonova, Elena V ^a   Kok, Joost N ^b   IJzerman, Ad P ^a  

^a LEIDEN UNIVERSITY   (Netherlands)

^b LEIDEN UNIVERSITY   (Netherlands)

Author keywords

Hierarchical clustering; Reliability; Self organizing map; Tool; Tree; Visualization

Indexed keywords

CLUSTER TREE; DISTANCE MEASURE; HIER-ARCHICAL CLUSTERING; HIERARCHICAL CLASSIFIERS; TREE;

CLUSTER ANALYSIS; FLOW VISUALIZATION; RELIABILITY; SELF ORGANIZING MAPS; TOOLS;

CONFORMAL MAPPING;

EID: 84890267727     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. T. Kohonen (1997), Self-Organizing Maps, Vol. 30 of Springer Series in Information Sciences, Springer, second edition.
2. T. Kohonen, J. Hynninen, J. Kangas, and J. Laaksonen (1995), SOM-PAK: the self-organizing map program package, second edition.
3. E. V. Samsonova, T. Bäck, J. N. Kok, and A. P. IJzerman (2005), Reliable hierarchical clustering with the self-organizing map. In Proceedings of the 6th International Conference on Intelligent Data Analysis. September 8-10, 2005, Madrid, Spain, in press.
4. J. Himberg (2000), A SOM based cluster visualization and its application for false coloring. In IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00), Vol. 3, p. 3587-3592.
5. T. Margush and F. R. McMorris (1981), Consensus n-trees, Bulletin of Mathematical Biology, Vol. 43, p. 239-244.
6. J. Vesanto and E. Alhoniemi (2000), Clustering of the self-organizing map, IEEE Transactions on Neural Networks, Vol. 11, p. 586-600.
7. M. A. Kraaijveld, J. Mao, and A. K. Jain (1992), A non-linear projection method based on Kohonen's topology preserving maps. In Proceedings of the 11th International Conference on Pattern Recognition (11ICPR), p. 41-45, Los Alamitos, CA. IEEE Comput. Soc. Press.
8. C. Blake and C. Merz (1998). UCI repository of machine learning databases, University of California, Irvine, Dept. of Information and Computer Sciences, http://www.ics.uci.edu/~mlearn/MLRepository.html.
9. J. Felsenstein (1989), PHYLIP - phylogeny inference package (version 3.2), Cladistics, Vol. 5, p. 164-166, http://evolution.gs.washington.edu/phylip. html.
10. W. J. Nash, T. L. Sellers, S. R. Talbot, A. J. Cawthorn, and W. B. Ford (1994), The population biology of abalone (Haliotis species) in Tasmania. I. Blacklip abalone (H. rubra) from the North coast and islands of Bass Strait, Technical Report 48, Sea Fisheries Division, Hobart, Tasmania 7001, Australia. ISSN 1034-3288.
11. P. Horton and K. Nakai (1996), A probablistic classification system for predicting the cellular localization sites of proteins. In D. J. States, p. Agarwal, T. Gaasterland, L. Hunter, and R. Smith, editors, Proceedings of the Fourth International Conference on Intelligent Systems for Molecular Biology, p. 109-115, St. Louis, MO, USA. AAAI.