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Volumn 2005, Issue , 2005, Pages 285-290

Performance and diversity evaluation in hybrid and non-hybrid structures of ensembles

Author keywords

[No Author keywords available]

Indexed keywords

DATA STRUCTURES; INTELLIGENT AGENTS;

EID: 33846951186     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICHIS.2005.87     Document Type: Conference Paper
Times cited : (7)

References (15)
  • 1
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • Blake, C.L. and Merz, C.J.:UCI Repository of machine learning databases. Irvine, CA: University of California, Department of Information and Computer Science. [http://www.ics.uci.edu/~mlearn/MLRepository.html] (1998)
    • (1998) UCI Repository of machine learning databases
    • Blake, C.L.1    Merz, C.J.2
  • 4
    • 0035420134 scopus 로고    scopus 로고
    • Design of effective neural network ensembles for image classification
    • G. Giacinto and F. Roli, "Design of effective neural network ensembles for image classification", Image and Vision Computing Journal, 19(9-10), pp. 697-705, 2001.
    • (2001) Image and Vision Computing Journal , vol.19 , Issue.9-10 , pp. 697-705
    • Giacinto, G.1    Roli, F.2
  • 5
    • 84994037050 scopus 로고    scopus 로고
    • Dynamic Classifier Selection based on Multiple Classifier Behaviour
    • Giacinto, G. and Roli, F. "Dynamic Classifier Selection based on Multiple Classifier Behaviour". Pattern Recognition, vol. 34, 879-1881, 2001
    • (2001) Pattern Recognition , vol.34 , pp. 879-1881
    • Giacinto, G.1    Roli, F.2
  • 6
    • 0036532571 scopus 로고    scopus 로고
    • Kuncheva, L. Switching Between Selection and Fusion in Combining Classifiers: An Experiment. IEEE Trans on Systems, Man and Cybernetics - Part B 32, N.2, 146-155, 2002.
    • Kuncheva, L. Switching Between Selection and Fusion in Combining Classifiers: An Experiment. IEEE Trans on Systems, Man and Cybernetics - Part B Vol. 32, N.2, 146-155, 2002.
  • 8
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles
    • Kuncheva L, Whitaker, C. Measures of diversity in classifier ensembles, Mach Learning, 51, 181-207, 2003.
    • (2003) Mach Learning , vol.51 , pp. 181-207
    • Kuncheva, L.1    Whitaker, C.2
  • 11
    • 0036609602 scopus 로고    scopus 로고
    • Relationships between combination methods and measures of diversity in combining classifiers
    • Shipp C.A. and L.I. Kuncheva. Relationships between combination methods and measures of diversity in combining classifiers, Inf Fusion, 3 (2), 2002, 135-148
    • (2002) Inf Fusion , vol.3 , Issue.2 , pp. 135-148
    • Shipp, C.A.1    Kuncheva, L.I.2
  • 12
    • 10444224738 scopus 로고    scopus 로고
    • Diversity measures for multiple classifier system analysis and design
    • Special issue on Diversity in Multiple Classifier System
    • T. Windeatt, Diversity measures for multiple classifier system analysis and design. Inf Fusion, 6 (1), 2005, Special issue on Diversity in Multiple Classifier System.
    • (2005) Inf Fusion , vol.6 , Issue.1
    • Windeatt, T.1
  • 13
    • 0031121318 scopus 로고    scopus 로고
    • Woods, K. Kegelmeyer, W and Bowyer, K. Combination of Multiple Classifiers using Local Accuracy estimates, IEEE Trans on Patt Analysis and Mach Intelligence, 19(4), 405-410, 1997
    • Woods, K. Kegelmeyer, W and Bowyer, K. Combination of Multiple Classifiers using Local Accuracy estimates, IEEE Trans on Patt Analysis and Mach Intelligence, 19(4), 405-410, 1997
  • 14
    • 22144436656 scopus 로고    scopus 로고
    • A Neural Network Based Multi-Classifier System for Gene Identification in DNA Sequences
    • Springer-Verlag journal, July
    • R. Ranawana and V. Palade. "A Neural Network Based Multi-Classifier System for Gene Identification in DNA Sequences", Neural Computing and Applications (Springer-Verlag journal), vol. 14, no. 2, pp. 122-131, July 2005.
    • (2005) Neural Computing and Applications , vol.14 , Issue.2 , pp. 122-131
    • Ranawana, R.1    Palade, V.2
  • 15
    • 1142278388 scopus 로고    scopus 로고
    • Analysis of the correlation between majority voting error and the diversity measures in multiple classifier systems
    • ISBN: 3-906454-27-4, UK, June
    • Ruta, D. and B. Gabrys, "Analysis of the correlation between majority voting error and the diversity measures in multiple classifier systems", Proceedings of the SOCO/ISFI'2001 Conference, ISBN: 3-906454-27-4, UK, June 2001
    • (2001) Proceedings of the SOCO/ISFI'2001 Conference
    • Ruta, D.1    Gabrys, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.