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Volumn , Issue , 2008, Pages 224-231

Maximum likelihood rule ensembles

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE LEARNING; LEARNING SYSTEMS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION; ROBOT LEARNING;

EID: 56449100417     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390185     Document Type: Conference Paper
Times cited : (51)

References (17)
  • 2
    • 85149612939 scopus 로고
    • Fast effective rule induction
    • Cohen, W. W. (1995). Fast effective rule induction. ICML (pp. 115-123).
    • (1995) ICML , pp. 115-123
    • Cohen, W.W.1
  • 4
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demšar, J. (2006). Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7, 1-30.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1
  • 5
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • Dietterich, T. G. (2000). An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization. Machine Learning, 40, 139-158.
    • (2000) Machine Learning , vol.40 , pp. 139-158
    • Dietterich, T.G.1
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., & Schapire, R. E. (1997). A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55, 119-139.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman, J. H. (2001). Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29, 1189-1232.
    • (2001) Annals of Statistics , vol.29 , pp. 1189-1232
    • Friedman, J.H.1
  • 8
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • Friedman, J. H., Hastie, T., & Tibshirani, R. (2000). Additive logistic regression: a statistical view of boosting. Annals of Statistics, 337-407.
    • (2000) Annals of Statistics , pp. 337-407
    • Friedman, J.H.1    Hastie, T.2    Tibshirani, R.3
  • 9
    • 20444429505 scopus 로고    scopus 로고
    • Importance sampled learning ensembles
    • Dept. of Statistics, Stanford University
    • Friedman, J. H., & Popescu, B. E. (2003). Importance sampled learning ensembles (Technical Report). Dept. of Statistics, Stanford University.
    • (2003) Technical Report
    • Friedman, J.H.1    Popescu, B.E.2
  • 10
    • 33747889797 scopus 로고    scopus 로고
    • Predictive learning via rule ensembles
    • Dept. of Statistics, Stanford University
    • Friedman, J. H., & Popescu, B. E. (2005). Predictive learning via rule ensembles (Technical Report). Dept. of Statistics, Stanford University.
    • (2005) Technical Report
    • Friedman, J.H.1    Popescu, B.E.2
  • 15
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • Schapire, R. E., Freund, Y., Bartlett, P., & Lee, W. S. (1998). Boosting the margin: A new explanation for the effectiveness of voting methods. The Annals of Statistics, 26, 1651-1686.
    • (1998) The Annals of Statistics , vol.26 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4
  • 16
    • 0002865353 scopus 로고    scopus 로고
    • On rough set based approach to induction of decision rules
    • Physica Verlag
    • Stefanowski, J. (1998). On rough set based approach to induction of decision rules. Rough Set in Knowledge Discovering (pp. 500-529). Physica Verlag.
    • (1998) Rough Set in Knowledge Discovering , pp. 500-529
    • Stefanowski, J.1
  • 17
    • 0012903299 scopus 로고    scopus 로고
    • Lightweight rule induction
    • Weiss, S. M., & Indurkhya, N. (2000). Lightweight rule induction. ICML (pp. 1135-1142).
    • (2000) ICML , pp. 1135-1142
    • Weiss, S.M.1    Indurkhya, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.