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Volumn 11, Issue 1, 2000, Pages 51-58

Evaluating the generalization ability of support vector machines through the bootstrap

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; LEARNING SYSTEMS; PATTERN RECOGNITION; REAL TIME SYSTEMS; STATISTICAL METHODS; VECTORS;

EID: 0034140341     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009636300083     Document Type: Article
Times cited : (48)

References (16)
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    • P. Sloot, M. Bubak, B. Hertzberger (eds.), Amsterdam, The Netherlands
    • Anguita, D., Boni, A., Chirico, M., Giudici, F., Scapolla, A. M. and Parodi, G.: High performance neurocomputing: Industrial and medical applications of the RAIN system, In: P. Sloot, M. Bubak, B. Hertzberger (eds.), Proc. of HPCN Europe 1998, Amsterdam, The Netherlands, pp. 34-43, Lecture Notes in Computer Science 1401, Springer-Verlag, Berlin, Germany, 1998.
    • Proc. of HPCN Europe 1998 , pp. 34-43
    • Anguita, D.1    Boni, A.2    Chirico, M.3    Giudici, F.4    Scapolla, A.M.5    Parodi, G.6
  • 3
    • 84864840163 scopus 로고    scopus 로고
    • Springer-Verlag, Berlin, Germany
    • Anguita, D., Boni, A., Chirico, M., Giudici, F., Scapolla, A. M. and Parodi, G.: High performance neurocomputing: Industrial and medical applications of the RAIN system, In: P. Sloot, M. Bubak, B. Hertzberger (eds.), Proc. of HPCN Europe 1998, Amsterdam, The Netherlands, pp. 34-43, Lecture Notes in Computer Science 1401, Springer-Verlag, Berlin, Germany, 1998.
    • (1998) Lecture Notes in Computer Science , vol.1401
  • 4
    • 0002094343 scopus 로고    scopus 로고
    • Generalization performance of Support Vector Machines and other pattern classifiers
    • Schölkopf, B., Burges, C., Smola, A. (eds.), MIT Press, Cambridge, MA
    • Bartlett, P. and Shawe-Taylor, J.: Generalization performance of Support Vector Machines and other pattern classifiers, In: Schölkopf, B., Burges, C., Smola, A. (eds.), Advances in Kernel Methods - Support Vector Learning. MIT Press, Cambridge, MA, 1999.
    • (1999) Advances in Kernel Methods - Support Vector Learning
    • Bartlett, P.1    Shawe-Taylor, J.2
  • 5
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA, University of California, Department of Information and Computer Science
    • Blake, C., Keogh, E. and Merz, C. J.: UCI repository of machine learning databases, http://www.ics.uci.edu/mlearn/MLRepository.html, Irvine, CA, University of California, Department of Information and Computer Science, 1998.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.1    Keogh, E.2    Merz, C.J.3
  • 6
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on Support Vector Machines for pattern recognition
    • Burges, C. J. C.: A tutorial on Support Vector Machines for pattern recognition, Data Mining and Knowledge Discovery 2(2) (1998), 1-47.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 1-47
    • Burges, C.J.C.1
  • 8
    • 0008267187 scopus 로고    scopus 로고
    • Dynamically adapting kernels in Support Vector Machines
    • Royal Holloway College, University of London, UK, NC2-TR-1998-017
    • Cristianini, N., Campbell, C. and Shawe-Taylor, J.: Dynamically adapting kernels in Support Vector Machines, NeuroCOLT2 Technical Report Series, Royal Holloway College, University of London, UK, NC2-TR-1998-017, 1998.
    • (1998) NeuroCOLT2 Technical Report Series
    • Cristianini, N.1    Campbell, C.2    Shawe-Taylor, J.3
  • 9
    • 0000259511 scopus 로고    scopus 로고
    • Comparing supervised classification learning algorithms
    • Dietterich, T. G.: Comparing supervised classification learning algorithms, Neural Computation 10 (1998), 1895-1923.
    • (1998) Neural Computation , vol.10 , pp. 1895-1923
    • Dietterich, T.G.1
  • 12
    • 0003074296 scopus 로고    scopus 로고
    • Support Vector Machines
    • Hearst, M. A.: Support Vector Machines, IEEE Intelligent Systems 13(4) (1998), 18-28.
    • (1998) IEEE Intelligent Systems , vol.13 , Issue.4 , pp. 18-28
    • Hearst, M.A.1
  • 13
    • 84939754891 scopus 로고
    • Bootstrap techniques for error estimation
    • Jain, A. K., Dubes, R. C. and Chen, C. C.: Bootstrap techniques for error estimation, IEEE Trans. on PAMI 9(5) (1987), 628-633.
    • (1987) IEEE Trans. on PAMI , vol.9 , Issue.5 , pp. 628-633
    • Jain, A.K.1    Dubes, R.C.2    Chen, C.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.