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Volumn 40, Issue , 2007, Pages 959-968

A survey of fuzzy decision tree classifier methodology

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EID: 58149263369     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-71441-5_104     Document Type: Conference Paper
Times cited : (29)

References (35)
  • 2
    • 0031996838 scopus 로고    scopus 로고
    • Fuzzy Decision Trees: Issues and Methods
    • IEEE Press, Piscataway, NJ, USA
    • C.Z. Janikow (1998) "Fuzzy Decision Trees: Issues and Methods," IEEE Transactions on Systems, Man and Cybernetics, 28(1): 1-14. IEEE Press, Piscataway, NJ, USA.
    • (1998) IEEE Transactions on Systems, Man and Cybernetics , vol.28 , Issue.1 , pp. 1-14
    • Janikow, C.Z.1
  • 5
    • 0042591522 scopus 로고    scopus 로고
    • A Complete Fuzzy Decision Tree Technique
    • C. Olaru and L.Wehenkel (2003) "A Complete Fuzzy Decision Tree Technique," Fuzzy Sets System.138: 221-254.
    • (2003) Fuzzy Sets System , vol.138 , pp. 221-254
    • Olaru, C.1    Wehenkel, L.2
  • 6
    • 16344385129 scopus 로고    scopus 로고
    • Neuro fuzzy ID3: A method of inducing fuzzy decision trees with linear programming for maximizing entropy and algebraic methods
    • H. Ichihashi, T. Shirai, K. Nagasaka, and T. Miyoshi (1996) "Neuro fuzzy ID3: A method of inducing fuzzy decision trees with linear programming for maximizing entropy and algebraic methods," Fuzzy Sets System, vol. 81,no. 1, pp. 157-167.
    • (1996) Fuzzy Sets System , vol.81 , Issue.1 , pp. 157-167
    • Ichihashi, H.1    Shirai, T.2    Nagasaka, K.3    Miyoshi, T.4
  • 7
    • 0000267255 scopus 로고    scopus 로고
    • On the handling of fuzziness for continuous valued attributes in decision tree generation
    • W. Xizhao and J. Hong (1998) "On the handling of fuzziness for continuous valued attributes in decision tree generation," Fuzzy Sets System, vol. 99,pp. 283-290.
    • (1998) Fuzzy Sets System , vol.99 , pp. 283-290
    • Xizhao, W.1    Hong, J.2
  • 8
    • 0033906222 scopus 로고    scopus 로고
    • Designing decision trees with the use of fuzzy granulation, EEE Transactions Systems
    • Mar
    • W. Pedrycz and A. Sosnowski (2000) "Designing decision trees with the use of fuzzy granulation," EEE Transactions Systems, Man and Cybernetics, vol. 30, pp.151-159, Mar.
    • (2000) Man and Cybernetics , vol.30 , pp. 151-159
    • Pedrycz, W.1    Sosnowski, A.2
  • 9
    • 0000868331 scopus 로고
    • Induction of fuzzy decision trees
    • Y. Yuan and M. J. Shaw (1995) "Induction of fuzzy decision trees," Fuzzy Sets System, vol. 69, pp. 125-139.
    • (1995) Fuzzy Sets System , vol.69 , pp. 125-139
    • Yuan, Y.1    Shaw, M.J.2
  • 10
    • 0000377020 scopus 로고    scopus 로고
    • On the optimization of fuzzy decision trees
    • X. Wang, B. Chen, G. Qian, and F. Ye (2000) "On the optimization of fuzzy decision trees," Fuzzy Sets System, vol. 112, pp. 117-125.
    • (2000) Fuzzy Sets System , vol.112 , pp. 117-125
    • Wang, X.1    Chen, B.2    Qian, G.3    Ye, F.4
  • 11
    • 0030350085 scopus 로고    scopus 로고
    • Integration of fuzzy classifiers with decision trees
    • I. J. Chiang and J. Y. J. Hsu (1996) "Integration of fuzzy classifiers with decision trees," in Proc. Asian Fuzzy System. Symp, pp. 266-271.
    • (1996) Proc. Asian Fuzzy System. Symp , pp. 266-271
    • Chiang, I.J.1    Hsu, J.Y.J.2
  • 12
    • 0031643275 scopus 로고    scopus 로고
    • Generation of fuzzy decision trees by fuzzy ID3 with adjusting mechanism of and/or operators
    • I. Hayashi, T. Maeda, A. Bastian, and L. C. Jain (1998) "Generation of fuzzy decision trees by fuzzy ID3 with adjusting mechanism of and/or operators," in Proc. Int. Conf. Fuzzy System, pp. 681-685.
    • (1998) Proc. Int. Conf. Fuzzy System , pp. 681-685
    • Hayashi, I.1    Maeda, T.2    Bastian, A.3    Jain, L.C.4
  • 13
    • 0035361059 scopus 로고    scopus 로고
    • Look-Ahead Based Fuzzy Decision Tree Induction
    • june
    • M. Dong and R. Kothari (2001) "Look-Ahead Based Fuzzy Decision Tree Induction," EEE Transactions Systems, vol. 9,no.3.june.
    • (2001) EEE Transactions Systems , vol.9 , Issue.3
    • Dong, M.1    Kothari, R.2
  • 14
    • 0030409030 scopus 로고    scopus 로고
    • Exemplar Learning in Fuzzy Decision Trees
    • Invited by Prof. Bouchon-Meunier
    • C.Z. Janikow (1996) "Exemplar Learning in Fuzzy Decision Trees," Proceedings of FUZZY-IEEE, pp. 1500-1505. Invited by Prof. Bouchon-Meunier.
    • (1996) Proceedings of FUZZY-IEEE , pp. 1500-1505
    • Janikow, C.Z.1
  • 15
    • 0037521113 scopus 로고    scopus 로고
    • Measures of discrimination for the construction of fuzzy decision trees
    • Beijing, China, pp
    • B. Bouchon-Meunier and C. Marsala (2003) "Measures of discrimination for the construction of fuzzy decision trees", In Proc. of the FIP'03 conference, Beijing, China, pp. 709-714.
    • (2003) Proc. of the FIP'03 conference , pp. 709-714
    • Bouchon-Meunier, B.1    Marsala, C.2
  • 17
    • 10944249572 scopus 로고    scopus 로고
    • Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough Based Approaches
    • R. Jensen and Q. Shen (2004) "Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough Based Approaches," IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 12, pp. 1457-1471.
    • (2004) IEEE Transactions on Knowledge and Data Engineering , vol.16 , Issue.12 , pp. 1457-1471
    • Jensen, R.1    Shen, Q.2
  • 19
    • 58149219624 scopus 로고    scopus 로고
    • M. Guetova, S. Hölldobler, and H. Störr (KI 2002) Incremental Fuzzy Decision Trees, 25th German Conference on Artificial Intelligence.
    • M. Guetova, S. Hölldobler, and H. Störr (KI 2002) "Incremental Fuzzy Decision Trees," 25th German Conference on Artificial Intelligence.
  • 20
    • 0012876218 scopus 로고    scopus 로고
    • Continuous-Valued Attributes in Fuzzy Decision Trees
    • IPMU 96, pp, 36
    • J. Zeidler and M. Schlossor (1996) "Continuous-Valued Attributes in Fuzzy Decision Trees," IPMU 96, pp 395-400, 36.
    • (1996) , pp. 395-400
    • Zeidler, J.1    Schlossor, M.2
  • 22
    • 50249178319 scopus 로고    scopus 로고
    • R. Jensen and Q.Shen (UKCI 2005) Fuzzy-Rough Feature Significance for Fuzzy Decision Trees, The 5th annual UK Workshop on Computational Intelligence, Birkbeck, university of London.
    • R. Jensen and Q.Shen (UKCI 2005) "Fuzzy-Rough Feature Significance for Fuzzy Decision Trees," The 5th annual UK Workshop on Computational Intelligence, Birkbeck, university of London.
  • 25
    • 58149227470 scopus 로고    scopus 로고
    • Y. Peng and P. Flach (2001) Soft Discretization to Enhance the Continuous Decision Tree Induction, Aspects of Data Mining, Decision Support and Meta-Learning, Christophe Giraud-Carrier, Nada Lavrac and Steve Moyle, editors, pages 109-118. ECML/PKDD'01 workshop notes, September.
    • Y. Peng and P. Flach (2001) "Soft Discretization to Enhance the Continuous Decision Tree Induction," Aspects of Data Mining, Decision Support and Meta-Learning, Christophe Giraud-Carrier, Nada Lavrac and Steve Moyle, editors, pages 109-118. ECML/PKDD'01 workshop notes, September.
  • 26
    • 0002317647 scopus 로고    scopus 로고
    • Automatic induction of fuzzy decision trees and its application to power system security assessment
    • Xavier Boyen, Louis Wehenkel (1999) "Automatic induction of fuzzy decision trees and its application to power system security assessment," Fuzzy Sets and Systems, Volume 102, page 3-19.
    • (1999) Fuzzy Sets and Systems , vol.102 , pp. 3-19
    • Boyen, X.1    Wehenkel, L.2
  • 29
    • 58149246797 scopus 로고    scopus 로고
    • Data mining with fuzzy methods: Status and perspectives
    • Rudolf Kruse, Detlef Nauck, and Christian Borgelt, "Data mining with fuzzy methods: Status and perspectives," EUFIT '99.
    • EUFIT '99
    • Kruse, R.1    Nauck, D.2    Borgelt, C.3
  • 30
    • 26944491093 scopus 로고    scopus 로고
    • Fuzzy Methods in Machine Learning and Data mining: Status and Prospects
    • Eyke Hullermeier (2005) "Fuzzy Methods in Machine Learning and Data mining: Status and Prospects," Sets and Systems 156(3), 387-407.
    • (2005) Sets and Systems , vol.156 , Issue.3 , pp. 387-407
    • Hullermeier, E.1
  • 31
    • 38649111928 scopus 로고    scopus 로고
    • On neurofuzzy and fuzzy decision tree approaches
    • Eds, B. Bouchon-Meunier, R. R. Yager, L. A. Zadeh, Kluwer Academic Publishers, pp
    • C. Olaru, L. Wehenkel (2000) "On neurofuzzy and fuzzy decision tree approaches," Uncertainty and Fusion Eds.: B. Bouchon-Meunier, R. R. Yager, L. A. Zadeh, Kluwer Academic Publishers, pp. 131-145.
    • (2000) Uncertainty and Fusion , pp. 131-145
    • Olaru, C.1    Wehenkel, L.2
  • 32
    • 0036880603 scopus 로고    scopus 로고
    • Sushmita Mitra, Senior Member, IEEE, Kishori M. Konwar, and Sankar K. Pal. Fuzzy Decision Tree, Linguistic Rules and Fuzzy Knowledge-Based Network: Generation and Evaluation, IEEE Transactions on Systems, Man and Cybernetics, 32, no. 4, november.
    • Sushmita Mitra, Senior Member, IEEE, Kishori M. Konwar, and Sankar K. Pal. "Fuzzy Decision Tree, Linguistic Rules and Fuzzy Knowledge-Based Network: Generation and Evaluation," IEEE Transactions on Systems, Man and Cybernetics, vol. 32, no. 4, november.
  • 33
    • 33744584654 scopus 로고
    • Induction on Decision Trees
    • J.R. Quilan (1986) "Induction on Decision Trees," Machine learning, vol.1, pp.81-106.
    • (1986) Machine learning , vol.1 , pp. 81-106
    • Quilan, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.