Automatic labeling of self-organizing maps for information retrieval

ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings

Volumn 1, Issue , 1999, Pages 37-42

  Merkl, Dieter ^a   Rauber, Andreas ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CONFORMAL MAPPING; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; TEXT PROCESSING;

AUTOMATIC LABELING; HIGH-DIMENSIONAL; INPUT DATAS; INPUT PATTERNS; REAL-WORLD; RETRIEVAL APPLICATIONS; TEXT CLASSIFICATION; UNSUPERVISED NEURAL NETWORKS;

SELF ORGANIZING MAPS;

EID: 84959032088     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.1999.843958     Document Type: Conference Paper

References (17)

1. T. Honkela, S. Kaski, K. Lagus, and T. Kohonen: WEBSOM - Self-organizing maps of document collections. In Proc Workshop Self-Organizing Maps, 1997.
2. M. Kohle and D. Merkl: Visualizing similarities in high dimensional input spaces with a growing and splitting neural network, In Proc Int'l Conf Artificial Neural Networks, 1996.
3. T. Kohonen: Self-organized formation of topologically correct feature maps. Biological Cybernetics 43, 1982.
4. T. Kohonen: Self-organizing maps, Springer-Verlag, Berlin, 1995.
5. T. Kohonen: Self-organization of very large document collections: State of the art, In Proc Int'l Conf Artificial Neural Networks, 1998.
6. K. Lagus, T. Honkela, S. Kaski, and T. Kohonen: Self-organizing maps of document collections: A new approach to interactive exploration, In Proc Int'l Conf Knowledge Discovery and Data Mining, 1996.
7. X. Lin, D. Soergel, and G. Marchionini: A self-organizing semantic map for information retrieval, In Proc ACM SIGIR Int'l Conf R&D Information Retrieval, 1991.
8. D. Merkl: A connectionist view on document classification, In Proc Australasian Database Conf, 1995.
9. D. Merkl: Content-based software classification by self-organization, In Proc IEEE Int'l Conf Neural Networks, 1995.
10. D. Merkl: Exploration of text collections with hierarchical feature maps, In Proc Int'l ACM SIGIR Conf R&D Information Retrieval, 1997.
11. D. Merkl: Text classification with self-organizing maps: Some lessons learned, Neurocomputing 21(1-3), 1998.
12. R. Miikkulainen: Script recognition with hierarchical feature maps. Connection Science 2, 1990.
13. A. Rauber and D. Merkl: Creating an order in distributed digital libraries by integrating independent self-organizing maps, In Proc Int'l Conf Artificial Neural Networks, 1998.
14. A. Rauber and D. Merkl: SOMLib: A digital library system based on neural networks. In Proc ACM Int'l Conf Digital Libraries. 1999.
15. H. Ritter and T. Kohonen: Self-organizing semantic maps, Biological Cybernetics 61, 1989.
16. D. Roussinov and M. Ramsey: Information forage through adaptive visualization. In Proc ACM Int'l Conf Digital Libraries, 1998.
17. G. Salton: Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer, Addison-Wesley, Reading, MA, 1989.