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Volumn 1, Issue , 2004, Pages 735-740

A part-versus-part method for massively parallel training of support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; NEURAL NETWORKS; PARAMETER ESTIMATION; PERFORMANCE; PROBLEM SOLVING; SIGNAL PROCESSING; VECTORS;

EID: 10944220472     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (49)

References (18)
  • 2
    • 34249753618 scopus 로고
    • Support-vector network
    • C. Cortes and V. Vapinik, "Support-vector network", Machine Learning, vol. 20, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapinik, V.2
  • 4
    • 0003440665 scopus 로고    scopus 로고
    • Another approach to polychotomous classification
    • Stanford University
    • J. H. Friedman, "Another approach to polychotomous classification", Technical Report, (ftp://stat.stanford.edu/pub/friedman/ poly.ps.Z), Stanford University, 1996.
    • (1996) Technical Report
    • Friedman, J.H.1
  • 5
    • 10944223904 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C. W. Hsu and C. J. Lin, "A comparison of methods for multi-class support vector machines", IEEE Trans. Neural Networks, vol. 17, no. 5, pp. 14-20, 2003.
    • (2003) IEEE Trans. Neural Networks , vol.17 , Issue.5 , pp. 14-20
    • Hsu, C.W.1    Lin, C.J.2
  • 6
    • 0002714543 scopus 로고    scopus 로고
    • Making lare-scale SVM learning practical
    • B. Scholkof, C. J. C. Burges, and A. J. Smola, editors, Cambridge, MA, MIT Press
    • T. Joachims, "Making lare-scale SVM learning practical", In B. Scholkof, C. J. C. Burges, and A. J. Smola, editors, Advance in Kernal Methods Support Vector Machines, Cambridge, MA, 1998, MIT Press.
    • (1998) Advance in Kernal Methods Support Vector Machines
    • Joachims, T.1
  • 7
    • 0003250435 scopus 로고
    • Single-layer learning revisited: A stepwise procedure for building and training a neural network
    • J. Fogelman, editor. Springer-Verlag
    • S. Knerr, L. Personnaz, and G. Dreyfus, "Single-layer learning revisited: a stepwise procedure for building and training a neural network", In J. Fogelman, editor, Neurocomputing: Algorithms, Achitectures and Applications. Springer-Verlag, 1990.
    • (1990) Neurocomputing: Algorithms, Achitectures and Applications
    • Knerr, S.1    Personnaz, L.2    Dreyfus, G.3
  • 8
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, Cambridge, MA, MIT Press
    • U. Kreßel, "Pairwise classification and support vector machines", In B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, Advances in Kernal Methods - Support Vector Learning, pp. 255-268, Cambridge, MA, 1999, MIT Press.
    • (1999) Advances in Kernal Methods - Support Vector Learning , pp. 255-268
    • Kreßel, U.1
  • 9
    • 84902215278 scopus 로고    scopus 로고
    • Task decomposition based on class relations: A modular neural network architecture for pattern classification
    • J. Mira, R. Moreno-Diaz and J. Cabestany, Eds., Springer
    • B. L. Lu and M. Ito, "Task decomposition based on class relations: a modular neural network architecture for pattern classification", Biological and Artificial Computation: From Neuroscience to Technology, Lecture Notes in Computer Science, J. Mira, R. Moreno-Diaz and J. Cabestany, Eds., vol. 1240, pp. 330-339, Springer, 1997.
    • (1997) Biological and Artificial Computation: from Neuroscience to Technology, Lecture Notes in Computer Science , vol.1240 , pp. 330-339
    • Lu, B.L.1    Ito, M.2
  • 10
    • 0032594843 scopus 로고    scopus 로고
    • Task decomposition and module combination based on class relations: A modular neural network for pattern classification
    • B. L. Lu and M. Ito, "Task decomposition and module combination based on class relations: a modular neural network for pattern classification", IEEE Trans. Neural Networks, vol. 10, no. 5, pp. 1244-1256, 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.5 , pp. 1244-1256
    • Lu, B.L.1    Ito, M.2
  • 11
    • 0033685654 scopus 로고    scopus 로고
    • Emergence of learning: An approach to coping with NP-complete problems in learning
    • Como, Italy, 24-27 July
    • B. L. Lu and M. Ichikawa, "Emergence of learning: an approach to coping with NP-complete problems in learning", in Proc. of IJCNN'2000, vol. IV, pp. 159-164, Como, Italy, 24-27 July, 2000.
    • (2000) Proc. of IJCNN'2000 , vol.4 , pp. 159-164
    • Lu, B.L.1    Ichikawa, M.2
  • 12
    • 0038265199 scopus 로고    scopus 로고
    • Efficient part-of-speech tagging with a min-max modular neural-network model
    • B. L. Lu, Q. Ma, M. Ichikawa, and H. Isahara, "Efficient Part-of-Speech Tagging with a Min-Max Modular Neural-Network Model", Applied Intelligence, vol. 19, pp. 65-81, 2003.
    • (2003) Applied Intelligence , vol.19 , pp. 65-81
    • Lu, B.L.1    Ma, Q.2    Ichikawa, M.3    Isahara, H.4
  • 13
    • 1242300104 scopus 로고    scopus 로고
    • Massively parallel classification of single-trial EEC signals using a min-max modular neural network
    • in press
    • B. L. Lu, J. Shin, and M. Ichikawa, "Massively parallel classification of single-trial EEC signals using a min-max modular neural network", IEEE Trans. Biomedical Engineering, vol. 51, no. 3 (in press), 2004.
    • (2004) IEEE Trans. Biomedical Engineering , vol.51 , Issue.3
    • Lu, B.L.1    Shin, J.2    Ichikawa, M.3
  • 14
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • J. D. H. Fisher, editor, Morgan Kaufmann
    • Y. Yang and J. Pedersen, "A comparative study on feature selection in text categorization", In J. D. H. Fisher, editor, The 14th International Conference on Machine Learning, pp. 412-420. Morgan Kaufmann, 1997.
    • (1997) The 14th International Conference on Machine Learning , pp. 412-420
    • Yang, Y.1    Pedersen, J.2
  • 17
    • 0033436056 scopus 로고    scopus 로고
    • Newton's method for large-scale bound constrained problems
    • C. J. Lin and J. J. MOre, "Newton's method for large-scale bound constrained problems", in SLAM Journal on Optimization vol. 9 pp. 1100-1127, 1999.
    • (1999) SLAM Journal on Optimization , vol.9 , pp. 1100-1127
    • Lin, C.J.1    More, J.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.