Transforming XML trees for efficient classification and clustering

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

Volumn 3977 LNCS, Issue , 2006, Pages 469-480

  Candillier, Laurent ^a,b   Tellier, Isabelle ^a   Torre, Fabien ^a  

^a UNIV LILLE   (France)

^b Pertinence ^*  (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA HANDLING; INFORMATION ANALYSIS; INFORMATION RETRIEVAL SYSTEMS; MANIPULATORS;

CLASSIFICATION TASK; DATASETS; XML DOCUMENTS;

XML;

EID: 33746063253     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11766278_36     Document Type: Conference Paper

References (12)

1. Quinlan, R.: Data mining tools see5 and c5.0 (2004)
2. Candillier, L., Tellier, I., Torre, F., Bousquet, O.: SSC: Statistical Subspace Clustering. In Perner, P., Imiya, A., eds.: 4th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM'2005). Volume LNAI 3587 of LNCS., Leipzig, Germany, Springer Verlag (2005) 100-109
3. Nierman, A., Jagadish, H.V.: Evaluating structural similarity in XML documents. In: 5th International Workshop on the Web and Databases (WebDB 2002), Madison, Wisconsin, USA (2002)
4. Dalamagas, T., Cheng, T., Winkel, K.J., Sellis, T.: Clustering XML documents by structure. In: 3rd Hellenic Conference on Artificial Intelligence, Samos, Greece (May 2004)
5. Flesca, S., Manco, G., Masciari, E., Pontieri, L., Pugliese, A.: Detecting structural similarities between XML documents. In: 5th International Workshop on The Web and Databases (WebDB'02), Madison, Wisconsin (2002)
6. Lian, W., Cheung, D.W., Mamoulis, N., Yiu, S.M.: An efficient and scalable algorithm for clustering XML documents by structure. IEEE transactions on Knowledge and Data Engineering 16 (January 2004) 82-96
7. Costa, G., Manco, G., Ortale, R., Tagarelli, A.: A tree-based approach to clustering XML documents by structure. Technical report, Institute of Italian National Research Council, Rende, Italy (April 2004)
8. Termier, A., Rousset, M.C., Sebag, M.: Treefinder: a first step towards xml data mining. In: IEEE International Conference on Data Mining (ICDM02). (2002) 450-457
9. Zaki, M.J., Aggarwal, C.C.: Xrules: An effective structural classifier for xml data. In: SIGKDD 03, Washington, DC (2003)
10. Doucet, A., Ahonen-Myka, H.: Naïve clustering of a large XML document collection. In: 1st Annual Workshop of the Initiative for the Evaluation of XML retrieval (INEX'02), Schloss Dagstuhl, Germany (2002)
11. Denoyer, L., Gallinari, P., Vercoustre, A.M.: XML Mining Challenge at INEX 2005. Technical report, University of Paris VI, INRIA (2006)
12. Ye, L., Spetsakis, M.: Clustering on unobserved data using mixture of gaussians. Technical report, York University, Toronto, Canada (Oct. 2003)