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Volumn 3, Issue , 2010, Pages 1390-1395

Sample selection based on maximum entropy for support vector machines

Author keywords

Active learning; Neighborhood entropy; Sample selection; SVM

Indexed keywords


EID: 78149349610     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2010.5580848     Document Type: Conference Paper
Times cited : (7)

References (17)
  • 2
    • 84931162639 scopus 로고
    • The condensed nearest neighbor rule
    • P. E. Hart, "The Condensed Nearest Neighbor Rule", IEEE Transactions on Information Theory. 1968, Vol 14, No. 3, pp. 515-516.
    • (1968) IEEE Transactions on Information Theory , vol.14 , Issue.3 , pp. 515-516
    • Hart, P.E.1
  • 3
    • 0015361129 scopus 로고
    • Asymptotic properties of nearest neighbor rules using edited data
    • Wilson D. L., "Asymptotic Properties of Nearest Neighbor Rules Using Edited Data", IEEE Transaction on Systems, Man, and Cybernetic, 1972, 2-3, 408-421.
    • (1972) IEEE Transaction on Systems, Man, and Cybernetic , vol.2-3 , pp. 408-421
    • Wilson, D.L.1
  • 4
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. G. Valiant. "A theory of the learnable", Communications of the ACM, 1984, 27(11):1134-1142.
    • (1984) Communications of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.G.1
  • 6
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. S. Seung, E. Shamir, et al. "Selective sampling using the query by committee algorithm", Machine Learning, 1997, 28(2-3): 133-16.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-216
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3
  • 10
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H S. Seung, E. Shamir, et al. "Selective sampling using the query by committee algorithm", Machine Learning, 1997, 28(2-3): 133-16.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-216
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3
  • 11
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • 623-656
    • C E. Shannon, "A mathematical theory of communication", Bell System Tech, 1948, vol27, pp. 379-433, 623-656.
    • (1948) Bell System Tech , vol.27 , pp. 379-433
    • Shannon, C.E.1
  • 13
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin, "Queries and concept learning", Mach. Learn, Vol. 2(4):319-342, 1988.
    • (1988) Mach. Learn , vol.2 , Issue.4 , pp. 319-342
    • Angluin, D.1
  • 15
    • 34249707478 scopus 로고    scopus 로고
    • On linear separability of data sets in feature space
    • Chen D, He Q, Wang X (2007), "On linear separability of data sets in feature space", Neurocomputing, 70(13-15): 2441-2448.
    • (2007) Neurocomputing , vol.70 , Issue.13-15 , pp. 2441-2448
    • Chen, D.1    He, Q.2    Wang, X.3
  • 16
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • David W. Aha, Dennis Kibler, Marck Albert, "Instance-Based Learning Algorithms", Machine Learning, 1991, 6:37-66.
    • (1991) Machine Learning , vol.6 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.3
  • 17
    • 40949100670 scopus 로고    scopus 로고
    • Research of index and retrieval mechanism based on IBL algorithm in CBR system
    • Guo Mao-Zu, Su Xiao-Hong and Wang Ya-Dong, "Research of Index and Retrieval Mechanism Based on IBL Algorithm in CBR System", Computer engineering and applications. 2001, 5: 67-69.
    • (2001) Computer Engineering and Applications , vol.5 , pp. 67-69
    • Guo, M.-Z.1    Su, X.-H.2    Wang, Y.-D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.