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Volumn , Issue , 2009, Pages 348-354

Data mining with ensembles of fuzzy decision trees

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY DECISION TREES; MACHINE-LEARNING; NEW APPROACHES; STATE OF THE ART;

EID: 67650466179     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIDM.2009.4938670     Document Type: Conference Paper
Times cited : (21)

References (29)
  • 2
    • 0031536511 scopus 로고    scopus 로고
    • Improvements on cross-validation: The .632+ bootstrap method
    • "Improvements on cross-validation: The .632+ bootstrap method," Journal of the American Statistical Association, vol. 92, no. 438, pp. 548-560, 1997.
    • (1997) Journal of the American Statistical Association , vol.92 , Issue.438 , pp. 548-560
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging predictors," Machine Learning, vol. 24, pp. 123-140, 1996. (Pubitemid 126724382)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0032645080 scopus 로고    scopus 로고
    • An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
    • E. Bauer and R. Kohavi, "An empirical comparison of voting classification algorithms: Bagging, boosting, and variants," Machine Learning, vol. 36, pp. 105-139, 1999.
    • (1999) Machine Learning , vol.36 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 5
    • 0025448521 scopus 로고
    • The strengh of weak learnability
    • R. Schapire, "The strengh of weak learnability," Machine Learning, vol. 5, pp. 197-227, 1990.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Schapire, R.1
  • 8
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • August
    • -, "The random subspace method for constructing decision forests," IEEE Transactions on Pattern Analysis and Machine Learning, vol. 20, no. 8, pp. 832-844, August 1998.
    • (1998) IEEE Transactions on Pattern Analysis and Machine Learning , vol.20 , Issue.8 , pp. 832-844
  • 9
    • 0034250160 scopus 로고    scopus 로고
    • Experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization
    • DOI 10.1023/A:1007607513941
    • T. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization," Machine Learning, vol. 40, pp. 139-157, 2000. (Pubitemid 30891936)
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 10
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman, "Random forests," Machine Learning, vol. 45, pp. 5-32, 2001. (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 11
    • 33646430006 scopus 로고    scopus 로고
    • Extremely randomized trees
    • April
    • P. Geurts, D. Ernst, and L. Wehenkel, "Extremely randomized trees," Machine Learning, vol. 63, no. 1, pp. 3-42, April 2006.
    • (2006) Machine Learning , vol.63 , Issue.1 , pp. 3-42
    • Geurts, P.1    Ernst, D.2    Wehenkel, L.3
  • 12
    • 0041763116 scopus 로고    scopus 로고
    • Forest of fuzzy decision trees
    • M. Mare?s, R. Mesiar, V. Novák, J. Ramik, and A. Stupz·nanová, Eds., Prague, Czech Republic, June
    • C. Marsala and B. Bouchon-Meunier, "Forest of fuzzy decision trees," in Proceedings of the Seventh International Fuzzy Systems Association World Congress, M. Mare?s, R. Mesiar, V. Novák, J. Ramik, and A. Stupz·nanová, Eds., vol. 1, Prague, Czech Republic, June 1997, pp. 369-374.
    • (1997) Proceedings of the Seventh International Fuzzy Systems Association World Congress , vol.1 , pp. 369-374
    • Marsala, C.1    Bouchon-Meunier, B.2
  • 19
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • -, "Experiments with a new boosting algorithm," in International Conference on Machine Learning, 1996, pp. 148-156.
    • (1996) International Conference on Machine Learning , pp. 148-156
  • 20
    • 84905158242 scopus 로고    scopus 로고
    • University of Paris 6 at TRECVID 2006: Forests of fuzzy decision trees for high-level feature extraction
    • November
    • C. Marsala and M. Detyniecki, "University of Paris 6 at TRECVID 2006: Forests of fuzzy decision trees for high-level feature extraction," in TREC Video Retrieval Evaluation Online Proceedings, November 2006, http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
    • (2006) TREC Video Retrieval Evaluation Online Proceedings
    • Marsala, C.1    Detyniecki, M.2
  • 22
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlan, "Induction of decision trees," Machine Learning, vol. 1, no. 1, pp. 86-106, 1986.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 86-106
    • Quinlan, J.R.1
  • 24
    • 0032591474 scopus 로고    scopus 로고
    • An adaptable system to construct fuzzy decision trees
    • North American Fuzzy Information Processing Society, New York, USA
    • C. Marsala and B. Bouchon-Meunier, "An adaptable system to construct fuzzy decision trees," in Proc. of the NAFIPS'99 (North American Fuzzy Information Processing Society), New York, USA, 1999, pp. 223-227.
    • (1999) Proc. of the NAFIPS'99 , pp. 223-227
    • Marsala, C.1    Bouchon-Meunier, B.2
  • 26
    • 0000868331 scopus 로고
    • Induction of fuzzy decision trees
    • Y. Yuan and M. Shaw, "Induction of fuzzy decision trees," Fuzzy Sets and systems, vol. 69, pp. 125-139, 1995.
    • (1995) Fuzzy Sets and systems , vol.69 , pp. 125-139
    • Yuan, Y.1    Shaw, M.2
  • 27
    • 0030405340 scopus 로고    scopus 로고
    • Fuzzy partioning using mathematical morphology in a learning scheme
    • New Orleans, USA, September
    • C. Marsala and B. Bouchon-Meunier, "Fuzzy partioning using mathematical morphology in a learning scheme," in Proceedings of the 5th IEEE Int. Conf. on Fuzzy Systems, vol. 2, New Orleans, USA, September 1996, pp. 1512-1517.
    • (1996) Proceedings of the 5th IEEE Int. Conf. on Fuzzy Systems , vol.2 , pp. 1512-1517
    • Marsala, C.1    Bouchon-Meunier, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.