메뉴 건너뛰기




Volumn 5572 LNAI, Issue , 2009, Pages 573-580

Non-dominated multi-objective evolutionary algorithm based on fuzzy rules extraction for subgroup discovery

Author keywords

Data mining; Fuzzy Rules; Genetic Fuzzy Systems; Multi Objective Evolutionary Algorithms; Subgroup Discovery

Indexed keywords

DIFFERENT MECHANISMS; EVOLUTIONARY MODELS; GENETIC FUZZY SYSTEMS; INTERPRETABLE FUZZY RULES; MULTI OBJECTIVE; MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS; SUBGROUP DISCOVERY;

EID: 70350650187     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02319-4_69     Document Type: Conference Paper
Times cited : (10)

References (20)
  • 1
    • 0027621699 scopus 로고
    • Mining association rules between sets of items in large databases
    • New York, NY, USA, pp
    • Agrawal, R., Imieliski, T., Swami, A.: Mining association rules between sets of items in large databases. In: SIGMOD 1993, New York, NY, USA, pp. 207-216 (1993)
    • (1993) SIGMOD , pp. 207-216
    • Agrawal, R.1    Imieliski, T.2    Swami, A.3
  • 2
    • 55549103698 scopus 로고    scopus 로고
    • Alcalá-Fdez, J., Sánchez, L., García, S., del Jesus, M.J., Ventura, S., Garrell, J.M., Otero, J., Romero, C., Bacardit, J., Rivas, V.M., Fernández, J.C., Herrera, F.: KEEL: A Software Tool to Assess Evolutionary Algorithms for Data Mining Problems Soft Computing 13(3), 307-318 (2009)
    • Alcalá-Fdez, J., Sánchez, L., García, S., del Jesus, M.J., Ventura, S., Garrell, J.M., Otero, J., Romero, C., Bacardit, J., Rivas, V.M., Fernández, J.C., Herrera, F.: KEEL: A Software Tool to Assess Evolutionary Algorithms for Data Mining Problems Soft Computing 13(3), 307-318 (2009)
  • 3
    • 33746414789 scopus 로고    scopus 로고
    • Berlanga, F., del Jesus, M.J., González, P., Herrera, F., Mesonero, M.: Multiobjec-tive Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing. In: Perner, P. (ed.) ICDM 2006. LNCS, 4065, pp. 337-349. Springer, Heidelberg (2006)
    • Berlanga, F., del Jesus, M.J., González, P., Herrera, F., Mesonero, M.: Multiobjec-tive Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing. In: Perner, P. (ed.) ICDM 2006. LNCS, vol. 4065, pp. 337-349. Springer, Heidelberg (2006)
  • 7
    • 34548285425 scopus 로고    scopus 로고
    • Evolutionary Fuzzy Rule Induction Process for Subgroup Discovery: A case study in marketing
    • del Jesus, M.J., González, P., Herrera, F., Mesonero, M.: Evolutionary Fuzzy Rule Induction Process for Subgroup Discovery: A case study in marketing. IEEE Transactions on Fuzzy Systems 15(4), 578-592 (2007)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.4 , pp. 578-592
    • del Jesus, M.J.1    González, P.2    Herrera, F.3    Mesonero, M.4
  • 12
    • 26944491093 scopus 로고    scopus 로고
    • Fuzzy methods in machine learning and data mining: Status and prospects
    • Hüllermeier, E.: Fuzzy methods in machine learning and data mining: Status and prospects. Fuzzy Sets and Systems 156(3), 387-406 (2005)
    • (2005) Fuzzy Sets and Systems , vol.156 , Issue.3 , pp. 387-406
    • Hüllermeier, E.1
  • 13
    • 33747881454 scopus 로고    scopus 로고
    • APRIORI-SD: Adapting association rule learning to subgroup discovery
    • Kavsêk, B., Lavrâc, N.: APRIORI-SD: Adapting association rule learning to subgroup discovery. Applied Artificial Intelligence 20, 543-583 (2006)
    • (2006) Applied Artificial Intelligence , vol.20 , pp. 543-583
    • Kavsêk, B.1    Lavrâc, N.2
  • 14
    • 0002192370 scopus 로고    scopus 로고
    • Explora: A Multipattern and Multistrategy Discovery Assistant
    • Fayyad, U, et al, eds
    • Klösgen, W.: Explora: A Multipattern and Multistrategy Discovery Assistant. In: Fayyad, U., et al. (eds.) Advances in Knowledge Discovery and Data Mining, pp. 249-271 (1996)
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 249-271
    • Klösgen, W.1
  • 17
    • 0000448376 scopus 로고
    • Genetic Algorithms, Tournament Selection, and the Effects of Noise
    • Miller, B.L., Goldberg, D.E.: Genetic Algorithms, Tournament Selection, and the Effects of Noise. Complex System 9, 193-212 (1995)
    • (1995) Complex System , vol.9 , pp. 193-212
    • Miller, B.L.1    Goldberg, D.E.2
  • 18
    • 56349162269 scopus 로고    scopus 로고
    • Evolutionary algorithm for subgroup discovery in e-learning: A practical application using Moodle data
    • Romero, C., González, P., Ventura, S., del Jesus, M.J., Herrera, F.: Evolutionary algorithm for subgroup discovery in e-learning: A practical application using Moodle data. Expert Systems with Applications 36, 1632-1644 (2009)
    • (2009) Expert Systems with Applications , vol.36 , pp. 1632-1644
    • Romero, C.1    González, P.2    Ventura, S.3    del Jesus, M.J.4    Herrera, F.5
  • 19
    • 34548792706 scopus 로고    scopus 로고
    • Wröbel, S.: An Algorithm for Multi-relational Discovery of Subgroups. In: Komorowski, J., Żytkow, J.M. (eds.) PKDD 1997. LNCS, 1263, pp. 78-87. Springer, Heidelberg (1997)
    • Wröbel, S.: An Algorithm for Multi-relational Discovery of Subgroups. In: Komorowski, J., Żytkow, J.M. (eds.) PKDD 1997. LNCS, vol. 1263, pp. 78-87. Springer, Heidelberg (1997)
  • 20
    • 0016458950 scopus 로고    scopus 로고
    • Zadeh, L.A.: The concept of a linguistic variable and its applications to approximate reasoning, Parts I, II, III. Information Science 8-9, 199-249, 301-357, 43-80 (1975)
    • Zadeh, L.A.: The concept of a linguistic variable and its applications to approximate reasoning, Parts I, II, III. Information Science 8-9, 199-249, 301-357, 43-80 (1975)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.