메뉴 건너뛰기




Volumn 38, Issue 2, 2005, Pages 191-197

Selected tree classifier combination based on both accuracy and error diversity

Author keywords

Accuracy; Diversity; Dynamic classifier selection; Ensemble; Tree classifier

Indexed keywords

ALGORITHMS; COSTS; DECISION THEORY; ERROR ANALYSIS; SET THEORY;

EID: 6444238786     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(04)00272-9     Document Type: Article
Times cited : (30)

References (21)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, Bagging predictors, Mach. Learning 24 (2) (1996) 123-140.
    • (1996) Mach. Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
    • 84994037050 scopus 로고    scopus 로고
    • Dynamic classifier selection based on multiple classifier behaviour
    • G. Giacinto, F. Roli, Dynamic classifier selection based on multiple classifier behaviour, Pattern Recognition 34 (2001) 1879-1881.
    • (2001) Pattern Recognition , vol.34 , pp. 1879-1881
    • Giacinto, G.1    Roli, F.2
  • 6
    • 0035202645 scopus 로고    scopus 로고
    • An approach to the automatic design of multiple classifier systems
    • G. Giacinto, F. Roli, An approach to the automatic design of multiple classifier systems, Pattern Recogn. Lett. 22 (2001) 25-33.
    • (2001) Pattern Recogn. Lett. , vol.22 , pp. 25-33
    • Giacinto, G.1    Roli, F.2
  • 8
    • 0036501674 scopus 로고    scopus 로고
    • Generating classifier outputs of fixed accuracy and diversity
    • L.I. Kuncheva, R.K. Kountchev, Generating classifier outputs of fixed accuracy and diversity, Pattern Recogn. Lett. 23 (5) (2002) 593-600.
    • (2002) Pattern Recogn. Lett. , vol.23 , Issue.5 , pp. 593-600
    • Kuncheva, L.I.1    Kountchev, R.K.2
  • 13
    • 0001122858 scopus 로고
    • The tree-to-tree editing problem
    • S.M. Selkow, The tree-to-tree editing problem, Inform. Process. Lett. 6 (6) (1977) 184-186.
    • (1977) Inform. Process. Lett. , vol.6 , Issue.6 , pp. 184-186
    • Selkow, S.M.1
  • 14
    • 0035196763 scopus 로고    scopus 로고
    • Finding similar consensus between trees: An algorithm and a distance hierarchy
    • J.T.L. Wang, K. Zhang, Finding similar consensus between trees: an algorithm and a distance hierarchy, Pattern Recognition 34 (2001) 127-137.
    • (2001) Pattern Recognition , vol.34 , pp. 127-137
    • Wang, J.T.L.1    Zhang, K.2
  • 17
    • 0029309548 scopus 로고
    • Alignment of trees-an alternative to tree edit
    • T. Jiang, L. Wang, K. Zhang, Alignment of trees-an alternative to tree edit, Theory Comput. Sci. 143 (1) (1995) 137-148.
    • (1995) Theory Comput. Sci. , vol.143 , Issue.1 , pp. 137-148
    • Jiang, T.1    Wang, L.2    Zhang, K.3
  • 18
    • 0033616844 scopus 로고    scopus 로고
    • Combining classification trees using MLE
    • W.D. Shannon, D. Banks, Combining classification trees using MLE, Statist. Med. 18 (6) (1999) 727-740.
    • (1999) Statist. Med. , vol.18 , Issue.6 , pp. 727-740
    • Shannon, W.D.1    Banks, D.2
  • 19
    • 0000930268 scopus 로고
    • Hierarchical grouping methods and stopping rules: An evaluation
    • R. Mojena, Hierarchical grouping methods and stopping rules: An evaluation, Comput. J. 20 (1977) 359-363.
    • (1977) Comput. J. , vol.20 , pp. 359-363
    • Mojena, R.1
  • 20
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • G.W. Milligan, M.C. Cooper, An examination of procedures for determining the number of clusters in a data set, Psychometrika 50 (2) (1985) 159-179.
    • (1985) Psychometrika , vol.50 , Issue.2 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 21
    • 0032121371 scopus 로고    scopus 로고
    • Bagging for linear classifiers
    • M. Skurichina, R.P.W. Duin, Bagging for linear classifiers, Pattern Recognition 31 (7) (1998) 909-930.
    • (1998) Pattern Recognition , vol.31 , Issue.7 , pp. 909-930
    • Skurichina, M.1    Duin, R.P.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.