메뉴 건너뛰기




Volumn 81, Issue 5, 2004, Pages 547-554

Prediction performance of support vector machines on input vector normalization methods

Author keywords

Normalization; Pattern recognition; Support vector machines

Indexed keywords

LEARNING SYSTEMS; PATTERN RECOGNITION; VECTORS;

EID: 28244436212     PISSN: 00207160     EISSN: 10290265     Source Type: Journal    
DOI: 10.1080/00207160410001684325     Document Type: Article
Times cited : (13)

References (21)
  • 2
    • 84902205493 scopus 로고    scopus 로고
    • Comparison of view-based object recognition algorithms using realistic 3D models
    • C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, B. Sendhoff (Eds.). Springer Lecture Notes in Computer Science, Berlin
    • Blanz, V., Schölkopf, B., Buülthoff, H., Burges, C., Vapnik, V. and Vetter, T. (1996). Comparison of view-based object recognition algorithms using realistic 3D models. In: C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, B. Sendhoff (Eds.) Artificial Neural Networks - ICANN'96. Vol. 1112. Springer Lecture Notes in Computer Science, Berlin, pp. 251-256.
    • (1996) Artificial Neural Networks - ICANN'96 , vol.1112 , pp. 251-256
    • Blanz, V.1    Schölkopf, B.2    Buülthoff, H.3    Burges, C.4    Vapnik, V.5    Vetter, T.6
  • 3
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes, C. and Vapnik, V. (1995). Support vector networks. Machine Learning, 20, 273-297.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 5
    • 84902142380 scopus 로고    scopus 로고
    • Incorporating invariances in support vector learning machines
    • C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, B. Sendhoff (Eds.). Springer Lecture Notes in Computer Science, Berlin
    • Schölkopf, B., Burges, C. and Vapnik, V. (1996). Incorporating invariances in support vector learning machines. In: C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, B. Sendhoff (Eds.) Artificial Neural Networks - ICANN'96. Vol. 1112. Springer Lecture Notes in Computer Science, Berlin, pp. 47-52.
    • (1996) Artificial Neural Networks - ICANN'96 , vol.1112 , pp. 47-52
    • Schölkopf, B.1    Burges, C.2    Vapnik, V.3
  • 8
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • M. Mozer, M. Jordan, T. Petsche (Eds.). MIT Press, Cambridge, MA
    • Vapnik, V., Golowich, S. and Smola, A. (1997). Support vector method for function approximation, regression estimation, and signal processing. In: M. Mozer, M. Jordan, T. Petsche (Eds.) Neural Information Processing Systems. Vol. 9. MIT Press, Cambridge, MA.
    • (1997) Neural Information Processing Systems , vol.9
    • Vapnik, V.1    Golowich, S.2    Smola, A.3
  • 9
    • 0003401675 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Royal Holloway, University of London, UK
    • Smola, A. and Schölkopf, B. (1998). A tutorial on support vector regression. Neuro COLT Technical Report NC2-TR-1998-030. Royal Holloway, University of London, UK.
    • (1998) Neuro COLT Technical Report , vol.NC2-TR-1998-030
    • Smola, A.1    Schölkopf, B.2
  • 10
    • 0010437772 scopus 로고    scopus 로고
    • Support vector machines for the classification of western handwritten capitals
    • Wang, F., Vuurpijl, L. and Schomaker, L. (2000). Support vector machines for the classification of western handwritten capitals. E; Workshop Software Process Technol., 115-130.
    • (2000) E; Workshop Software Process Technol. , pp. 115-130
    • Wang, F.1    Vuurpijl, L.2    Schomaker, L.3
  • 12
    • 0012880651 scopus 로고    scopus 로고
    • Normalization methods for input and output vectors in backpropagation neural networks
    • Kim, D. (1999). Normalization methods for input and output vectors in backpropagation neural networks. Int. J. Comput. Math., 71(2), 161-171.
    • (1999) Int. J. Comput. Math. , vol.71 , Issue.2 , pp. 161-171
    • Kim, D.1
  • 15
    • 0003425673 scopus 로고    scopus 로고
    • Multi-class support vector machines
    • Department of Computer Science, Royal Holloway, University of London, UK
    • Weston, J. and Watkins, C. (1998). Multi-class support vector machines. Technical Report CSD-TR-98-04. Department of Computer Science, Royal Holloway, University of London, UK.
    • (1998) Technical Report , vol.CSD-TR-98-04
    • Weston, J.1    Watkins, C.2
  • 16
    • 13644278902 scopus 로고    scopus 로고
    • M.Sc. Dissertation, School of Artificial Intelligence, University of Edinburgh
    • Salomon, J. (2001). Support vector machines for phoneme classification. M.Sc. Dissertation, School of Artificial Intelligence, University of Edinburgh.
    • (2001) Support Vector Machines for Phoneme Classification
    • Salomon, J.1
  • 17
    • 0038007185 scopus 로고    scopus 로고
    • Multicategory support vector machines
    • University of Wisconsin
    • Lee, Y., Lin, Y. and Wahba, G. (2001). Multicategory support vector machines. Technical Report. University of Wisconsin.
    • (2001) Technical Report
    • Lee, Y.1    Lin, Y.2    Wahba, G.3
  • 18
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu, C.-W. and Lin, C.-J. (2002). A comparison of methods for multi-class support vector machines. IEEE Trans. Neural Networks, 13, 415-425.
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 19
    • 0003440665 scopus 로고    scopus 로고
    • Another approach to polychotomous classification
    • Department of Statistics, Stanford University
    • Friedman, J. (1996). Another approach to polychotomous classification. Technical Report. Department of Statistics, Stanford University.
    • (1996) Technical Report
    • Friedman, J.1
  • 21
    • 28244463548 scopus 로고    scopus 로고
    • Parking vacancy detection using image processing and neural networks
    • Berlin, Germany
    • Kim, D. and Bell, M. G. H. (1997). Parking vacancy detection using image processing and neural networks. Proceedings of 4th ITS World Congress. Berlin, Germany.
    • (1997) Proceedings of 4th ITS World Congress
    • Kim, D.1    Bell, M.G.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.