Text clustering with NTSO (Neural Text Self Organizer)

Proceedings of the International Joint Conference on Neural Networks

Volumn 1, Issue , 2005, Pages 558-563

  Jo, Taeho ^a   Japkowicz, Nathalie ^a  

^a UNIVERSITY OF OTTAWA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; CONTENT BASED RETRIEVAL; NEURAL NETWORKS; NUMERICAL METHODS; PROBLEM SOLVING; VECTORS;

ADAPTIVE RESONANCE THEORY (ART); KOHONEN NETWORKS; NEURAL TEXT SELF ORGANIZER (NTSO); TEXT CLUSTERING;

TEXT PROCESSING;

EID: 33745964570     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1555892     Document Type: Conference Paper

References (15)

1. rd ACM SIGIR, 2000, pp224-231.
2. Erik D. Wiener, "A Neural Network Approach to Topic Spotting in Text", The Thesis of Master of University of Colorado, 1995.
3. Miguel E. Ruiz and Padmini Srinivasan, "Hierarchical Text Categorization Using Neural Networks", Information Retrieval, Vol 5, No1, pp87-118, 2002.
4. Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen, "WEBSOM-Self Organizing Maps of Document Collections", Neurocomputing,Vol 21, pp101-117, 1998.
5. Guerrero Bote, P. Vincent, Moya Anegon Felix de, and Victor H. Solana, "Document Organization using Kohonen's Algorithm", Information Processing and Management, Vol 38, No 1, pp79-89, 2002.
6. T. Kohonen. "Self Organized Formation of Topologically Correct Feature Maps, Biological Cybernetics, Vol 43, pp59-69, 1982.
7. Tom M. Mitchell, Machine Learning, McGraw-Hill, 1997.
8. Dunja Mladenic and Marko Grobelink, "Feature Selection for unbalanced class distribution and Naïve Bayes", The Proceedings of International Conference on Machine Learning, 1999, pp256-267.
9. rd ACM SIGIR, 2000, pp 160-167.
10. th European Conference on Machine Learning, 1998, pp143-151.
11. H. Drucker, Donghui Wu, and V. N. Vapnik, "Support Vector Machines for Spam Categorization", IEEE Transaction on Neural Networks, Vol 10, No 5, pp1048-1054, 1999.
12. rd ACM SIGIR, 2000, pp224-231.
13. Fabrizio Sebastiani, "Machine Learning in Automated Text Categorization", ACM Computing Survey, VoL 34, pp1-47, 2002.
14. Taeho Jo, "NeuroTextCategorizer: A New Model of Neural Network for Text Categorization", The Proceedings of International Conference of Neural Information Processing 2000, Taejon South Korea, 2000, pp280-285
15. Taeho Jo, "Machine Learning based Approach to Text Categorization with Resampling Methods", The Proceedings of the 8th World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando, USA, 2004, pp93-98.