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Volumn 24, Issue 1-3, 2003, Pages 359-363

On the relationship between majority vote accuracy and dependency in multiple classifier systems

Author keywords

Combination of classifiers; Dependent classifiers; Majority vote accuracy

Indexed keywords

MATHEMATICAL MODELS; PROBABILITY;

EID: 0037235971     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(02)00260-X     Document Type: Article
Times cited : (15)

References (11)
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    • Giacinto, G., Roli, F., 2001. An approach to the automatic design of multiple classifier systems. Pattern Recognition Letters 22, 25-33.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 25-33
    • Giacinto, G.1    Roli, F.2
  • 4
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • Kuncheva, L.I., Bezdek, J.C., Duin, R.P.W., 2001. Decision templates for multiple classifier fusion: An experimental comparison. Pattern Recognition 34 (2), 299-314.
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 6
    • 0029373189 scopus 로고
    • Optimal combination of pattern classifiers
    • Lam, L., Suen, C.Y., 1995. Optimal combination of pattern classifiers. Pattern Recognition Letters 16, 945-954.
    • (1995) Pattern Recognition Letters , vol.16 , pp. 945-954
    • Lam, L.1    Suen, C.Y.2
  • 7
    • 0031238275 scopus 로고    scopus 로고
    • Application of majority voting to pattern recognition: An analysis of its behavior and performance
    • Lam, L., Suen, C.Y., 1997. Application of majority voting to pattern recognition: An analysis of its behavior and performance. IEEE Transactions on Systems, Man and Cybernetics-Part A 27 (5), 553-568.
    • (1997) IEEE Transactions on Systems, Man and Cybernetics , vol.27 , Issue.5 PART A , pp. 553-568
    • Lam, L.1    Suen, C.Y.2
  • 8
    • 0030585190 scopus 로고    scopus 로고
    • Engineering multiversion neural-net systems
    • Partridge, D., Yates, W.B., 1996. Engineering multiversion neural-net systems. Neural Computation 8, 869-893.
    • (1996) Neural Computation , vol.8 , pp. 869-893
    • Partridge, D.1    Yates, W.B.2
  • 9
    • 0034873461 scopus 로고    scopus 로고
    • Multidimensional pattern recognition problems and combining classifiers
    • Valev, V., Asithambi, A., 2001. Multidimensional pattern recognition problems and combining classifiers. Pattern Recognition Letters 22, 1291-1297.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 1291-1297
    • Valev, V.1    Asithambi, A.2
  • 11
    • 0026860706 scopus 로고
    • Methods for combining multiple classifiers and their applications to handwriting recognition
    • Xu, L., Krzyzak, A., Suen, C.Y., 1992. Methods for combining multiple classifiers and their applications to handwriting recognition. IEEE Transactions on Systems, Man and Cybernetics 22 (3), 418-435.
    • (1992) IEEE Transactions on Systems, Man and Cybernetics , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.