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Volumn 11, Issue 5, 2000, Pages 1188-1193

Improvements to the SMO algorithm for SVM regression

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA STRUCTURES; QUADRATIC PROGRAMMING; REGRESSION ANALYSIS;

EID: 0034271493     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.870050     Document Type: Article
Times cited : (753)

References (11)
  • 1
    • 0003408496 scopus 로고    scopus 로고
    • Univ. California, Dept. Inform. Comput. Sci., Irvine, CA. [Online].
    • C. L. Blake and C. J. Merz. (1998) UCI Repository of Machine Learning Databases. Univ. California, Dept. Inform. Comput. Sci., Irvine, CA. [Online]. Available: http://www.ics.uci.edu/~mlearn/ML-Repository.html
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining Knowledge Discovery, vol. 3, no. 2, 1998.
    • (1998) Data Mining Knowledge Discovery , vol.3 , Issue.2
    • Burges, C.J.C.1
  • 5
    • 0033640690 scopus 로고    scopus 로고
    • A fast iterative nearest point algorithm for support vector machine classifier design
    • Jan.
    • S. S. Keerthi, S. K. Shevade, C. Bhattacharyya, and K. R. K. Murthy, "A fast iterative nearest point algorithm for support vector machine classifier design," IEEE Trans. Neural Networks, vol. 11, pp. 124-136, Jan. 2000.
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 124-136
    • Keerthi, S.S.1    Shevade, S.K.2    Bhattacharyya, C.3    Murthy, K.R.K.4
  • 6
    • 0004098720 scopus 로고    scopus 로고
    • Aug. Accepted for Publication in Neural Computation. Control Division, Dept. of Mechanical and Production Engineering, National University of Singapore, Singapore. Online.
    • _, (1999, Aug.) Improvements to Platt's SMO Algorithm for SVM Classifier Design, Accepted for Publication in Neural Computation. Control Division, Dept. of Mechanical and Production Engineering, National University of Singapore, Singapore. [Online]. Available: http://guppy.mpe.nus.edu.sg/~mpessk
    • (1999) Improvements to Platt's SMO Algorithm for SVM Classifier Design
  • 7
    • 0003798627 scopus 로고    scopus 로고
    • B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec. Fast training of support vector machines using sequential minimal optimization
    • J. C. Platt, Advances in Kernel Methods: Support Vector Machines, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec. 1998. Fast training of support vector machines using sequential minimal optimization.
    • (1998) Advances in Kernel Methods: Support Vector Machines
    • Platt, J.C.1
  • 8
    • 0004098722 scopus 로고    scopus 로고
    • Aug. Control Division, Dept. of Mechanical and Production Engineering, National University of Singapore, Singapore. [Online].
    • S. K. Shevade, S. S. Keerthi, C. Bhattacharyya, and K. R. K. Murthy. (1999, Aug.) Improvements to SMO Algorithm for Regression. Control Division, Dept. of Mechanical and Production Engineering, National University of Singapore, Singapore. [Online]. Available: http://guppy.mpe.nus.edu.sg/~mpessk
    • (1999) Improvements to SMO Algorithm for Regression
    • Shevade, S.K.1    Keerthi, S.S.2    Bhattacharyya, C.3    Murthy, K.R.K.4
  • 9
    • 0004094721 scopus 로고    scopus 로고
    • Ph.D. dissertation, GMD, Birlinghoven, Germany
    • A. J. Smola, "Learning with Kernels," Ph.D. dissertation, GMD, Birlinghoven, Germany, 1998.
    • (1998) Learning with Kernels
    • Smola, A.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.