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Volumn 3338, Issue , 2004, Pages 118-124

An entropy-based diversity measure for classifier combining and its application to face classifier ensemble thinning

Author keywords

[No Author keywords available]

Indexed keywords

ENTROPY;

EID: 35048860842     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30548-4_14     Document Type: Article
Times cited : (10)

References (14)
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    • Classifier Combinations: Implementations and Theoretical Issues
    • Cagliari, Italy, Springer-Verlag
    • Lam., L.: Classifier Combinations: Implementations and Theoretical Issues. In: Proc. the 1st Int'l Workshop on Multiple Classifier Systems (MCS2000), Cagliari, Italy, 2000: Springer-Verlag. 78-86.
    • (2000) Proc. the 1st Int'l Workshop on Multiple Classifier Systems (MCS2000) , pp. 78-86
    • Lam, L.1
  • 6
    • 0034250160 scopus 로고    scopus 로고
    • An Experimental Comparison of Three Methods for Construction Ensembles of Decision Trees: Bagging, boosting, and randomization
    • Dietterich, T.: An Experimental Comparison of Three Methods for Construction Ensembles of Decision Trees: Bagging, boosting, and randomization. Machine Learning, 2000, 40(2): 139-158.
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-158
    • Dietterich, T.1
  • 8
    • 0036609602 scopus 로고    scopus 로고
    • Relationships between Combination Methods and Measures of Diversity in Combining Classifiers
    • Shipp, C.A., Kuncheva, L.I.: Relationships between Combination Methods and Measures of Diversity in Combining Classifiers. Information Fusion, 2002, 3(2002): 135-148.
    • (2002) Information Fusion , vol.3 , Issue.2002 , pp. 135-148
    • Shipp, C.A.1    Kuncheva, L.I.2
  • 9
    • 33846955212 scopus 로고    scopus 로고
    • Measures of Diversity in Classifier Ensembles
    • Kuncheva, L.I., Whitaker, C.J.: Measures of Diversity in Classifier Ensembles. Machine Learning, 2003, 51: 191-207.
    • (2003) Machine Learning , vol.51 , pp. 191-207
    • Kuncheva, L.I.1    Whitaker, C.J.2
  • 10
    • 84856043672 scopus 로고
    • A Mathematical Theory of Communication
    • Shannon, C.E.: A Mathematical Theory of Communication. Bell System Technical Journal, 1948, 27(3): 379-423,623-656.
    • (1948) Bell System Technical Journal , vol.27 , Issue.3 , pp. 379-423
    • Shannon, C.E.1
  • 11
    • 35048831666 scopus 로고    scopus 로고
    • http://www.ics.uci.edu/∼mlearn/MLRepository.html.
  • 12
    • 0034830461 scopus 로고    scopus 로고
    • Decision Templates for Multiple Classifier Fusion: An Experimental Comparison
    • Kuncheva, L.I., Bezdek, J., Duin, R.: Decision Templates for Multiple Classifier Fusion: An Experimental Comparison. Pattern Recognition, 1999, 34(2): 299-314.
    • (1999) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.2    Duin, R.3
  • 14
    • 35048848850 scopus 로고    scopus 로고
    • http://www.uk.research.att.com/facedatabase.html.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.