PGP-mc: Towards a multicore parallel approach for mining gradual patterns

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

Volumn 5981 LNCS, Issue PART 1, 2010, Pages 78-84

  Laurent, Anne ^a   Negrevergne, Benjamin ^b   Sicard, Nicolas ^c   Termier, Alexandre ^b  

^a LIRMM   (France)

^b UNIV GRENOBLE ALPES   (France)

^c EFREI   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EXPERIMENTAL STUDIES; GRADUAL RULES; MULTI CORE; REAL-WORLD DATASETS;

PARALLEL ALGORITHMS;

DATABASE SYSTEMS;

EID: 78650462147     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12026-8_8     Document Type: Conference Paper

References (8)

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2. Berzal, F., Cubero, J.C., Sanchez, D., Vila, M.A., Serrano, J.M.: An alternative approach to discover gradual dependencies. Int. Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS) 15(5), 559-570 (2007)
3. Buehrer, G., Parthasarathy, S., Chen, Y.K.: Adaptive parallel graph mining for cmp architectures. In: ICDM, pp. 97-106 (2006)
4. Tatikonda, S., Parthasarathy, S.: Mining tree-structured data on multicore systems. In: VLDB 2009: Proceedings of the 35th international conference on Very large data bases (2009)
5. Di Jorio, L., Laurent, A., Teisseire, M.: Fast extraction of gradual association rules: A heuristic based method. In: IEEE/ACM Int. Conf. on Soft computing as Trans-disciplinary Science and Technology, CSTST 2008 (2008)
6. Fiot, C., Masseglia, F., Laurent, A., Teisseire, M.: Gradual trends in fuzzy sequential patterns. In: Proc. of the Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-based Systems, IPMU (2008)
7. Hüllermeier, E.: Association rules for expressing gradual dependencies. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) PKDD 2002. LNCS (LNAI), vol. 2431, pp. 200-211. Springer, Heidelberg (2002)
8. Laurent, A., Lesot, M.J., Rifqi, M.: Graank: Exploiting rank correlations for extracting gradual dependencies. In: Proc. of FQAS 2009 (2009)