Exploration of a text collection and identification of topics by clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4881 LNCS, Issue , 2007, Pages 115-124

  Naud, Antoine ^a,b   Usui, Shiro ^a  

^a RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^b NICOLAUS COPERNICUS UNIVERSITY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTER ANALYSIS; DATA ACQUISITION; DATA STRUCTURES;

RANKING SCHEMES; TEXT COLLECTION; THEMATIC CATEGORIES;

TEXT PROCESSING;

EID: 38449117711     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77226-2_13     Document Type: Conference Paper

References (11)

1. Usui, S.: Visiome: Neuroinformatics Research in Vision Project. Neural Networks 16, 1293-1300 (2003)
2. Porter, M.: An algorithm for suffix stripping. Program 14(3), 130-137 (1980)
3. Usui, S., Palmes, P., Nagata, K., Taniguchi, T., Ueda, N.: Keyword Extraction, Ranking, and Organization for the Neuroinformatics Platform. Bio Systems 88, 334-342 (2007)
4. Kolda, T.G.: Limited-memory matrix methods with applications. University of Maryland, CS-TR-3806, ch. 7, pp. 59-78 (1997)
5. Steinbach, M., Karypis, G., Kumar, V.: A comparison of documents clustering techniques. In: KDD Workshop on Text Mining (2000)
6. Tan, P.N., Steinbach, M., Kumar, V.: Introduction to datamining. Addison-Wesley, Reading (2006)
7. Groenen, P.: Modern multidimensional scaling: Theory and Applications. Springer Series in Statistics. Springer, Heidelberg (1996)
8. Saito, K., Iwata, T., Ueda, N.: Visualization of Bipartite Graph by Spherical Embedding. In: JNNS (in Japanese) (2004)
9. Dhillon, LS., Modha, D.S.: Concept decomposition for large sparse text data using clustering. Machine Learning 42(1/2), 143-175 (2001)
10. CLUTO, Karypis, G., et al.: University of Minnesota (2003), available at: http://glaros.dtc.umn.edu/gkhome/views/cluto
11. Strehl, A., Ghosh, J., Mooney, R.: Impact of similarity measures on Web-page clustering. In: AAAI 2000. Proc. AAAI Workshop on AI for Web Search, Austin, pp. 58-64. AAAI-MIT Press (2000)