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Volumn , Issue , 2008, Pages 573-578

Data reduction by genetic algorithms and non-algebraic feature construction: A case study

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DECISION SUPPORT SYSTEMS; DECISION THEORY; DECISION TREES; DIESEL ENGINES; GENETIC ALGORITHMS; INFORMATION MANAGEMENT; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; LEARNING SYSTEMS; STATISTICS;

EID: 55349113637     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2008.114     Document Type: Conference Paper
Times cited : (5)

References (18)
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  • 3
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  • 5
    • 0035500276 scopus 로고    scopus 로고
    • Understanding the crucial role of attribute interaction in data mining
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    • A. A. Freitas. Understanding the crucial role of attribute interaction in data mining. Artificial Intelligence Review, 16(3):177-199, November 2001.
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    • Freitas, A.A.1
  • 7
    • 0003602164 scopus 로고    scopus 로고
    • Feature Extraction, Construction and Selection: A Data Mining Perspective
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    • (1998) The International Series in Engineering and Computer Science , vol.453
  • 8
    • 35248828499 scopus 로고    scopus 로고
    • F. E. B. Otero, M. M. S. Silva, A. A. Freitas, and J. C. Nievola. Genetic programming for attribute construction in data mining. In C. Ryan, T. Soule, M. Keijzer, E. P. K. Tsang, R. Poli, and E. Costa, editors, Proceedings of the Sixth European Conference in Genetic Programming, 2610, pages 384-393. Springer-Verlag, April 2003.
    • F. E. B. Otero, M. M. S. Silva, A. A. Freitas, and J. C. Nievola. Genetic programming for attribute construction in data mining. In C. Ryan, T. Soule, M. Keijzer, E. P. K. Tsang, R. Poli, and E. Costa, editors, Proceedings of the Sixth European Conference in Genetic Programming, volume 2610, pages 384-393. Springer-Verlag, April 2003.
  • 11
    • 38349047852 scopus 로고    scopus 로고
    • Fitness function comparison for GA-based feature construction
    • D. Borrajo, L. Castillo, and J. M. Corchado, editors, Proceedings of CAEPIA, Selected Papers, of, Springer-Verlag
    • L. S. Shafti and E. Pérez. Fitness function comparison for GA-based feature construction. In D. Borrajo, L. Castillo, and J. M. Corchado, editors, Proceedings of CAEPIA, Selected Papers, volume 4788 of Lecture Notes in Computer Science, pages 249-258. Springer-Verlag, 2007.
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  • 12
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    • Reducing complex attribute interaction through non-algebraic feature construction
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    • Shafti, L.S.1    Pérez, E.2
  • 13
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    • L. S. Shafti and E. P. Pérez. Constructive induction and genetic algorithms for learning concepts with complex interaction. In H.-G. B. et al., editor, Proceedings of the 2005 conference on Genetic and Evolutionary Computation, pages 1811-1818, New York, NY, USA, 2005. ACM Press.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.