Clustering analysis for data samples with multiple labels

Proceedings of the IASTED International Conference on Databases and Applications, DBA 2006

Volumn , Issue , 2006, Pages 50-57

  Attik, Mohammed ^a   Al Shehabi, Shadi ^a   Lamirel, Jean Charles ^a  

^a LORIA   (France)

Author keywords

Clustering analysis; Knowledge extraction; Labeling strategy; Multiple labels; Relevancy analysis

Indexed keywords

CLUSTERING ALGORITHMS; DATA ACQUISITION; INFORMATION ANALYSIS; MATHEMATICAL MODELS; WEBSITES;

ANTAGONISTIC LABEL; CLUSTERING ANALYSIS; LABELING STRATEGY; MULTIPLE LABELS;

DATABASE SYSTEMS;

EID: 38049164121     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Duda, R., Hart, P.: Pattern classification and scene analysis. John Wiley and Sons (1973)
2. Halkidi, M., Batistakis, Y., Vazirgiannis, M.: On clustering validation techniques. Journal of Intelligent Information Systems 17 (2001) 107-145
3. Rijsbergen, C.J.V.: Information Retrieval. Butterworth-Heinemann (1979)
4. Lamirel, J.C., Al Shehabi, S., Hoffmann, M., Francois, C.: Intelligent patent analysis through the use of a neural network : experiment of multi-viewpoint analysis with the multisom model. In: The ACL 2003 Workshop on Patent Corpus Processing, Sapporo, Japan. (2003) 7-23
5. Martinetz, T., Schulten, K.: A "neural-gas" network learns topologies. In Kohonen, T., Makisara, K., Simula, O., Kangas, J., eds.: Artificial Neural Networks Proceedings of the 1991 International Conference on Artificial Neural Networks (ICANN'91). Volume 1., Elsevier Science Publishing Company B. V. (1991) 397-402
6. Fritzke, B.: Some competitive learning methods. Technical report, Ruhr-Universitat Bochum (1997)
7. Al Shehabi, S., Lamirel, J.C.: Unsupervised neural networks of topographic and gas families for documentary data classification. In: The 8th World MultiConference on Systemics, Cybernetics and Informatics - SCI'04, Orlando, Florida, USA. (2004)
8. Lamirel, J.C., Al Shehabi, S., Francois, C., Hoffmann, M.: New classification quality estimators for analysis of documentary information: application to patent analysis and web mapping. Scientometrics 60 (2004) 445-462