Improved SOM algorithm-HDSOM applied in text clustering

Proceedings - 2010 2nd International Conference on Multimedia Information Networking and Security, MINES 2010

Volumn , Issue , 2010, Pages 306-309

  Sun, Ai Xiang ^a  

^a SHANDONG UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Convergence; SOM neural network; Text clustering; Weight

Indexed keywords

COMMONLY USED; CONNECTION WEIGHTS; CONVERGENCE; DEGREE OF CONVERGENCE; HIERARCHICAL CLUSTERING METHODS; IMPROVED SOM; LOCAL CONVERGENCE; LOCAL MINIMUMS; NETWORK CONVERGENCE; SOM NEURAL NETWORK; SPEED OF CONVERGENCE; TEXT CLUSTERING; WEIGHT;

CLUSTER ANALYSIS; SECURITY OF DATA;

NEURAL NETWORKS;

EID: 78751472047     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MINES.2010.74     Document Type: Conference Paper

References (10)

1. Liu Ge Ping, Huang zhi-xing, Li-Xin Li.the study on the Evaluation of e-Learning based on text mining the study [J]. Computer Science, 2005, 32 (5): 170-171.
2. Jiang Shaohua. Research on text mining applied in Research project Management (PhD Thesis) [D]. Liaoning: Dalian University of Technology, 2006.
3. KOHONEN T.Self-organized formation of topologically correct feature maps[J].Biological Cybernetics,1982, 4(3):59-69.
4. Kohonen T.Self-Organization and associative memory[M].3rd ed,Berlin:Springer-Verlag,1989.
5. Salton G.Automatic Text Processing[M] .Addison-wesley Publishing Company,1988.
6. KIANG M Y.Extending the kohonen self-organizing map network for clustering analysis[J].Computational Statistics and Data Analysis,2001,38(2): 161-180
7. SIMON H.Neural network principle[M].Beijing:China Machine Press,2004:285-347.
8. Liang Binmei. improve SOM network applied in stored grain pests Classification [j]. Computer simulation. 2009,26 (10) :202-206.
9. Zhang Qiyi Kou xue Zhi.the research on intelligent fault diagnosis of internal combustion engine based on SOM neural network[j]. Motorcycle Technology. 2009,38 (4) :49-51.
10. Tansong Bo, WANG Yue-fen. Chinese text classification corpus - TanCorpV1.0. http://www.searchforum.org.cn/tansongbo/corpus1.php.