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Volumn , Issue , 2011, Pages 88-95

Exploring different rule quality evaluation functions in ACO-based classification algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ANT-MINER ALGORITHM; BENCHMARK DATASETS; CLASSIFICATION ALGORITHM; CLASSIFICATION RULE DISCOVERY; EVALUATION FUNCTION; MODEL SIZE; PARETO FRONTIERS; PREDICTIVE ACCURACY; QUALITY ASSESSMENT; QUALITY EVALUATION;

EID: 79961130807     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIS.2011.5952574     Document Type: Conference Paper
Times cited : (14)

References (20)
  • 3
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    • DOI 10.1109/TEVC.2002.802452, PII 1011092002802452
    • R. S. Parpinelli, H. S. Lopes, and A. Freitas, "Data mining with an ant colony optimization algorithm," IEEE Transactions on Evolutionary Computation, Vol. 6, pp. 321-332, 2002. (Pubitemid 35032734)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.4 , pp. 321-332
    • Parpinelli, R.S.1    Lopes, H.S.2    Freitas, A.A.3
  • 6
    • 33745742026 scopus 로고    scopus 로고
    • A new classification-rule pruning procedure for an ant colony algorithm
    • A. Chan, and A. Freitas: "A new classification-rule pruning procedure for an ant colony algorithm," Artificial Evolution, Lecture Notes in Computer Science, Vol. 3871, pp. 25-36, 2005.
    • (2005) Artificial Evolution, Lecture Notes in Computer Science , vol.3871 , pp. 25-36
    • Chan, A.1    Freitas, A.2
  • 9
    • 22944437417 scopus 로고    scopus 로고
    • Classification rule mining with an improved ant colony algorithm
    • AI 2004: Advances in Artificial Intelligence - 17th Australian Joint Conference on Artificial Intelligence, Proceedings
    • Z. Wang, and B. Feng,: "Classification rule mining with an improved ant colony algorithm," Advances in Artificial Intelligence, Lecture Notes in Computer Science, Vol. 3339, pp. 357-367, 2004. (Pubitemid 41050367)
    • (2004) Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) , vol.3339 , pp. 357-367
    • Wang, Z.1    Feng, B.2
  • 10
    • 33750242506 scopus 로고    scopus 로고
    • A new version of the ant-miner algorithm discovering unordered rule sets
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • J. Smaldon, and A. Freitas, "A new version of the Ant-Miner algorithm discovering unordered rule sets," Proceedings Genetic and Evolutionary Computation Conference(GECCO), pp. 43-50, 2006. (Pubitemid 44611293)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.1 , pp. 43-50
    • Smaldon, J.1    Freitas, A.A.2
  • 13
    • 33846315430 scopus 로고    scopus 로고
    • Simultaneous ant colony optimization algorithms for learning linguistic fuzzy rules
    • Springer-Verlag
    • M. Galea, and Q. Shen, "Simultaneous ant colony optimization algorithms for learning linguistic fuzzy rules," Swarm Intelligence in Data Mining, Springer-Verlag, pp. 75-99, 2006
    • (2006) Swarm Intelligence in Data Mining , pp. 75-99
    • Galea, M.1    Shen, Q.2
  • 15
    • 56449120614 scopus 로고    scopus 로고
    • CAnt-Miner: An ant colony classification algorithm to cope with continuous attributes
    • Ant Colony Optimization and Swarm Intelligence
    • F. Otero, A. Freitas, and C.G. Johnson, "cAnt-Miner: an ant colony classification algorithm to cope with continuous attributes," Ant Colony Optimization and Swarm Intelligence. Lecture Notes in Computer Science, Vol. 5217, pp. 48-59, 2008.
    • (2008) Lecture Notes in Computer Science , vol.5217 , pp. 48-59
    • Otero, F.1    Freitas, A.2    Johnson, C.G.3
  • 17
    • 0001371923 scopus 로고    scopus 로고
    • Fast discovery of association rules
    • U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, eds., AAAI Press, Menlo Park, CA
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    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 307-328
    • Agrawal, R.1    Mannila, H.2    Srikant, R.3    Toivonen, H.4    Verkamo, A.I.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.