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Volumn , Issue , 2006, Pages 1756-1762

On producing balanced fuzzy decision tree classifiers

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA STRUCTURES; DECISION THEORY; FUZZY INFERENCE; TREES (MATHEMATICS);

EID: 34250766572     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2006.1681943     Document Type: Conference Paper
Times cited : (5)

References (25)
  • 1
    • 34250755223 scopus 로고    scopus 로고
    • The Effect of Imbalanced Data Class Distribution on Fuzzy Classifiers - Experimental Study
    • May 22-25, Reno, Nevada, USA
    • Visa, S. Ralescu, A. The Effect of Imbalanced Data Class Distribution on Fuzzy Classifiers - Experimental Study, Proceedings of FUZZ-IEEE 2005, May 22-25, 2005 Reno, Nevada, USA.
    • (2005) Proceedings of FUZZ-IEEE
    • Visa, S.1    Ralescu, A.2
  • 2
    • 34250742892 scopus 로고    scopus 로고
    • Visa, S. Ralescu, A. Issues in Mining Imbalanced Data Sets - A Review Paper, Proceedings of the Sixteen Midwest Artificial Intelligence and Cognitive Science Conference, MAICS-2005, Dayton, April 16-17, 2005, 67-73.
    • Visa, S. Ralescu, A. Issues in Mining Imbalanced Data Sets - A Review Paper, Proceedings of the Sixteen Midwest Artificial Intelligence and Cognitive Science Conference, MAICS-2005, Dayton, April 16-17, 2005, 67-73.
  • 3
    • 33645384673 scopus 로고    scopus 로고
    • Fuzzy Classifiers for Imbalanced, Complex Classes of Varying Size
    • July 4-9, Perugia, Italy, pp
    • Visa, S. Ralescu, A. Fuzzy Classifiers for Imbalanced, Complex Classes of Varying Size. Proceedings of IPMU-2004, July 4-9 2004, Perugia, Italy, pp 393-400
    • (2004) Proceedings of IPMU-2004 , pp. 393-400
    • Visa, S.1    Ralescu, A.2
  • 4
    • 68549121111 scopus 로고    scopus 로고
    • C4.5 and Imbalanced Data sets: Investigating the effect of sampling method, probabilistic estimate, and decision tree structure
    • Washington DC
    • Chawla, N. C4.5 and Imbalanced Data sets: Investigating the effect of sampling method, probabilistic estimate, and decision tree structure. Workshop on Learning from Imbalanced Datasets II, ICML, Washington DC, 2003.
    • (2003) Workshop on Learning from Imbalanced Datasets II, ICML
    • Chawla, N.1
  • 7
    • 34250711073 scopus 로고    scopus 로고
    • Gustavo E. A. P. A. Batista, R. C. Prati, Monard M.C. A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data SIGKDD Explorations Newsletter, 2004.
    • Gustavo E. A. P. A. Batista, R. C. Prati, Monard M.C. A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data SIGKDD Explorations Newsletter, 2004.
  • 8
    • 34250699255 scopus 로고    scopus 로고
    • Quinlan, J, R. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers. (1993)
    • Quinlan, J, R. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers. (1993)
  • 9
    • 34250700267 scopus 로고    scopus 로고
    • Quinlan, J, R. C5.0 an Informal Tutorial. http://www.rulequest.com/see5- unix.htm#XVAL. (1997)
    • Quinlan, J, R. C5.0 an Informal Tutorial. http://www.rulequest.com/see5- unix.htm#XVAL. (1997)
  • 10
    • 0003802343 scopus 로고
    • Classification and regression trees
    • Belmont, Wadsworth & Brooks/Cole
    • Breiman, L., Classification and regression trees. The Wadsworth statistics/probability series. Belmont, Wadsworth & Brooks/Cole, 1984.
    • (1984) The Wadsworth statistics/probability series
    • Breiman, L.1
  • 11
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • Weiss, G, M. Provost, F. Learning when training data are costly: The effect of class distribution on tree induction. JAIR 19, pp315-354, 2003.
    • (2003) JAIR , vol.19 , pp. 315-354
    • Weiss, G.M.1    Provost, F.2
  • 17
    • 0002433202 scopus 로고
    • Knowledge Representation In Fuzzy Logic
    • edited by Yager, R and Zadeh, L, Kluwer Academic Publishers
    • Zadeh, L. Knowledge Representation In Fuzzy Logic. In An Introduction To Fuzzy Logic Applications In Intelligent systems, edited by Yager, R and Zadeh, L, Kluwer Academic Publishers (1992).
    • (1992) An Introduction To Fuzzy Logic Applications In Intelligent systems
    • Zadeh, L.1
  • 19
    • 34250730533 scopus 로고    scopus 로고
    • Genetic Algorithms for Function Optimization, eds. O. Kaynak, L. A. Zadeh, B. Turksen and I. J. Rudas, Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications (1998)
    • Genetic Algorithms for Function Optimization", eds. O. Kaynak, L. A. Zadeh, B. Turksen and I. J. Rudas, Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications (1998)
  • 20
    • 0001847930 scopus 로고    scopus 로고
    • A GA-based fuzzy adaptive learning control network
    • I.-F. Chung, C. J. Lin, and C. T. Lin. A GA-based fuzzy adaptive learning control network. Fuzzy Sets and Systems, 112(1) pp 65-84. 2000
    • (2000) Fuzzy Sets and Systems , vol.112 , Issue.1 , pp. 65-84
    • Chung, I.-F.1    Lin, C.J.2    Lin, C.T.3
  • 21
    • 0346781553 scopus 로고    scopus 로고
    • Ten years of Genetic Fuzzy Systems: Current Framework and New Trends
    • Cordon, O. Gomide, F. Herrera, F. Hoffmann, F. Magdalena. "Ten years of Genetic Fuzzy Systems: Current Framework and New Trends". Fuzzy Sets and Systems: 141, pp 5 - 31, 2004.
    • (2004) Fuzzy Sets and Systems , vol.141 , pp. 5-31
    • Cordon, O.1    Gomide, F.2    Herrera, F.3
  • 23
    • 50249158354 scopus 로고    scopus 로고
    • Xpert Rule Professional Software, Attar Software Limited, WN7, UK. Available
    • Xpert Rule Professional Software, Attar Software Limited, Newlands House, Newlands Road, Leigh, Lancashire, WN7 4HN, UK. Available: www.attar.co.uk
    • Newlands House, Newlands Road, Leigh, Lancashire
  • 25
    • 34250774742 scopus 로고    scopus 로고
    • Sigillito, V. Original Owners: National Institute of Diabetes, Digestive and Kidney Diseases. Donor: Vincent Sigillito (vgs@aplcen.apl.jhu.edu), The Johns Hopkins University, Laurel, MD 20707.pp. 953-6231. (2002)
    • Sigillito, V. Original Owners: National Institute of Diabetes, Digestive and Kidney Diseases. Donor: Vincent Sigillito (vgs@aplcen.apl.jhu.edu), The Johns Hopkins University, Laurel, MD 20707.pp. 953-6231. (2002)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.