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Volumn , Issue , 2006, Pages 629-634

Heuristic modeler: A multi-purpose evolutionary machine learning algorithm and its applications in medical data analysis

Author keywords

Classification; Genetic Programming; Machine Learning; Medical Data Mining; Regression; Self Adaption; Time Series Analysis

Indexed keywords

EVIDENCE-BASED MEDICINE; HYBRID APPROACH; LEARNING APPROACH; MACHINE LEARNING TECHNIQUES; MEDICAL DATA ANALYSIS; MEDICAL DATA MINING; MULTI-PURPOSE; MULTI-PURPOSE MACHINES; REGRESSION; REGRESSION MODELING; SELF-ADAPTION; SERIES ANALYSIS;

EID: 34548071875     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (28)
  • 4
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    • Springer Computer Science
    • Affenzeller, M. and S. Wagner. 2005. "Offspring Selection: A New Self-Adaptive Selection Scheme for GeneticAlgorithms". In Adaptive and Natural Computing Algorithms, 218-221. Springer Computer Science.
    • (2005) Adaptive and Natural Computing Algorithms , pp. 218-221
    • Affenzeller, M.1    Wagner, S.2
  • 14
    • 0003154899 scopus 로고
    • Genetic programming for econometric modeling
    • 1st edn. Wiley & Sons
    • Koza, J. 1995. "Genetic Programming for Econometric Modeling". In Intelligent Systems for Finance and Business, 1st edn. Wiley & Sons, 251-269.
    • (1995) Intelligent Systems for Finance and Business , pp. 251-269
    • Koza, J.1
  • 22
    • 33751363919 scopus 로고    scopus 로고
    • Heuristic lab: A generic and extensible optimization environment
    • Springer Computer Science
    • Wagner, S. and M. Affenzeller. 2005. "HeuristicLab: A Generic and Extensible Optimization Environment". In Adaptive and Natural Computing Algorithms, 538-541. Springer Computer Science.
    • (2005) Adaptive and Natural Computing Algorithms , pp. 538-541
    • Wagner, S.1    Affenzeller, M.2
  • 23
    • 33644899709 scopus 로고    scopus 로고
    • New methods for the identification of nonlinear model structures based upon genetic programming techniques
    • Oficyna Wydawnicza Politechniki Wroclawskiej
    • Winkler, S., M. Affenzeller and S. Wagner. 2005. "New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques". In Journal of Systems Science, 31:1, 5-13. Oficyna Wydawnicza Politechniki Wroclawskiej.
    • (2005) Journal of Systems Science , vol.31 , Issue.1 , pp. 5-13
    • Winkler, S.1    Affenzeller, M.2    Wagner, S.3
  • 24
    • 34548062002 scopus 로고    scopus 로고
    • Automatic data based patient classification using genetic programming
    • Austrian Society for Cybernetic Studies, ISBN 3-85206-172-5
    • Winkler, S., M. Affenzeller and S. Wagner. 2006. "Automatic Data Based Patient Classification Using Genetic Programming". In Cybernetics and Systems 2006, vol. 1, pp. 251-256. Austrian Society for Cybernetic Studies, ISBN 3-85206-172-5.
    • (2006) Cybernetics and Systems 2006 , vol.1 , pp. 251-256
    • Winkler, S.1    Affenzeller, M.2    Wagner, S.3
  • 28
    • 0027457620 scopus 로고
    • Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • Zweig, M.H. and G. Campbell. 1993. "Receiver-Operating Characteristic (ROC) Plots: A Fundamental Evaluation Tool in Clinical Medicine". Clinical Chemistry, 39:561-577.
    • (1993) Clinical Chemistry , vol.39 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.