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Volumn 2773 PART 1, Issue , 2003, Pages 293-299

Multi-objective genetic programming optimization of decision trees for classifying medical data

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA PROCESSING; DECISION THEORY; GENETIC ALGORITHMS; MATHEMATICAL MODELS; MATHEMATICAL OPERATORS; OPTIMIZATION; POLYNOMIALS; DECISION MAKING; DECISION TREES; ECONOMIC AND SOCIAL EFFECTS; KNOWLEDGE BASED SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; TREES (MATHEMATICS);

EID: 8344257273     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45224-9_42     Document Type: Conference Paper
Times cited : (18)

References (19)
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    • (2000) EuroGP 2000:European Conference
    • Bot, M.C.J.1    Langdon, W.B.2
  • 7
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    • Evolutionary multi-objective feature selection and ROC analysis with applocation to industrial machinery fault diagnosis
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    • C.Emmanouillidis. Evolutionary multi-objective feature selection and ROC analysis with applocation to industrial machinery fault diagnosis.Evolutionary methods for design, optimization and control, Barcelona 2002.
    • (2002) Evolutionary Methods for Design, Optimization and Control
    • Emmanouillidis, C.1
  • 8
    • 23044534709 scopus 로고    scopus 로고
    • Expression Inference - Genetic symbolic classification integrated with non-linear coefficient optimization
    • A.Hunter. Expression Inference - genetic symbolic classification integrated with non-linear coefficient optimization. AISC 2002:117-127.
    • (2002) AISC , pp. 117-127
    • Hunter, A.1
  • 9
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operator characteristic curve
    • J. Hanley and B. McNeill. The meaning and use of the area under a receiver operator characteristic curve. Diagn.Radiology,143,29-36,(1982).
    • (1982) Diagn.Radiology , vol.143 , pp. 29-36
    • Hanley, J.1    McNeill, B.2
  • 11
    • 0001815269 scopus 로고
    • Constructing optimal binary decision trees is NP-complete
    • L. Hyafil and R. L. Rivest. Constructing optimal binary decision trees is NP-complete.Information Processing Letters,5(1):15-17,1976.
    • (1976) Information Processing Letters , vol.5 , Issue.1 , pp. 15-17
    • Hyafil, L.1    Rivest, R.L.2
  • 12
    • 84950459261 scopus 로고
    • Tree structured classification via generalized discriminant analysis
    • W. Loh and N. Vanichsetakul. Tree structured classification via generalized discriminant analysis. J.of the American Statistical Association,83(403):715-728, 1988.
    • (1988) J.of the American Statistical Association , vol.83 , Issue.403 , pp. 715-728
    • Loh, W.1    Vanichsetakul, N.2
  • 14
    • 0022624923 scopus 로고
    • Linear function neurons:Structure and training
    • S.E Hampson and D. J. Volper. Linear function neurons:Structure and training. Biological Cybernetics, 53(4):203-217,1986.
    • (1986) Biological Cybernetics , vol.53 , Issue.4 , pp. 203-217
    • Hampson, S.E.1    Volper, D.J.2
  • 15
    • 8344219922 scopus 로고    scopus 로고
    • Inducing knowledge from data;First Principles
    • Unpublished manuscript for a talk given at the. Austin, Texas
    • D. Michie. Inducing knowledge from data;First Principles. Unpublished manuscript for a talk given at the Seventh International Conference on Machine Learning. Austin, Texas.
    • Seventh International Conference on Machine Learning
    • Michie, D.1
  • 18
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    • Selected techniques for data mining in medicine
    • N. Lavrac. Selected techniques for data mining in medicine. Artificial Intelligence in Medicine 16(1999) 3-23.
    • (1999) Artificial Intelligence in Medicine , vol.16 , pp. 3-23
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    • Using multiobjective genetic programming to infer logistic polynomial regression models
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    • A. Hunter. Using multiobjective genetic programming to infer logistic polynomial regression models. 15th European Conference on Artificial Intelligence, Lyon,France.2002.
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    • Hunter, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.