SCOPUS 정보 검색 플랫폼

IEEE Signal Processing Letters

Volumn 6, Issue 9, 1999, Pages 243-245

Explicit algorithm for training support vector machines

(3) Mattera, Davide a Palmieri, Francesco a Haykin, Simon b

a UNIVERSITY OF NAPLES FEDERICO II (Italy)

b MCMASTER UNIVERSITY (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ESTIMATION; FUNCTIONS; ITERATIVE METHODS; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; PROBLEM SOLVING; REGRESSION ANALYSIS;

NONLINEAR ESTIMATION; SUPPORT VECTOR MACHINE;

ALGORITHMS;

EID: 0033308966 PISSN: 10709908 EISSN: None Source Type: Journal
DOI: 10.1109/97.782071 Document Type: Article

Times cited : (28)

References (8)

1
- 0004322632
- Tech. Rep. MSR-TR 98-14, Microsoft Res., Redmond, WA, Apr.
- J. Platt, "Sequential minimal optimization: A fast algorithm for training support vector machines," Tech. Rep. MSR-TR 98-14, Microsoft Res., Redmond, WA, Apr. 1998.
- (1998) Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines
- Platt, J.¹

2
- 0003450542
- Berlin, Germany: Springer-Verlag
- V. Vapnik, The Nature of Statistical Learning Theory. Berlin, Germany: Springer-Verlag, 1995.
- (1995) The Nature of Statistical Learning Theory
- Vapnik, V.¹

3
- 0003120218
- Fast training of support vector machine sequential minimal optimization
- B. Scholkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press
- J. Platt, "Fast training of support vector machine sequential minimal optimization," in Advances in Kernel Methods - Support Vector Learning. B. Scholkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, 1998.
- (1998) Advances in Kernel Methods - Support Vector Learning
- Platt, J.¹

4
- 0031334889
- An improved training algorithm for support vector machines
- E. Osuna, R. Freund, and F. Girosi, "An improved training algorithm for support vector machines," in Proc. 1997 IEEE Workshop on Neural Networks for Signal Processing VII 1997, pp. 276-285.
- (1997) Proc. 1997 IEEE Workshop on Neural Networks for Signal Processing , vol.7 , pp. 276-285
- Osuna, E.¹ Freund, R.² Girosi, F.³

5
- 0003488909
- Reading, MA: Addison-Wesley
- D. G. Luenberger, Introduction to Linear and Nonlinear Programming, 2nd ed. Reading, MA: Addison-Wesley, 1984.
- (1984) Introduction to Linear and Nonlinear Programming, 2nd Ed.
- Luenberger, D.G.¹

6
- 0343396404
- Ph.D. dissertation, Univ. Studi Napoli Federico II, Nat. Italian Libraries of Rome and Florence, Italy, Feb.
- D. Mattera, "Nonlinear modeling from empirical data: Theory and applications," Ph.D. dissertation, Univ. Studi Napoli Federico II, Nat. Italian Libraries of Rome and Florence, Italy, Feb. 1998.
- (1998) Nonlinear Modeling from Empirical Data: Theory and Applications
- Mattera, D.¹

7
- 0002941010
- Support vector machines for dynamical reconstruction of a chaotic system
- B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press
- D. Mattera and S. Haykin, "Support vector machines for dynamical reconstruction of a chaotic system," in Advances in Kernel Methods - Support Vector Learning, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, 1998.
- (1998) Advances in Kernel Methods - Support Vector Learning
- Mattera, D.¹ Haykin, S.²

8
- 0003446306
- Tech. Rep. SOL 83-20R, Stanford Univ., Stanford, CA, rev.
- B. A. Murtagh and M. A. Saunders, "MINOS 5.4 user's guide," Tech. Rep. SOL 83-20R, Stanford Univ., Stanford, CA, 1983; rev. 1995.
- (1983) MINOS 5.4 User's Guide
- Murtagh, B.A.¹ Saunders, M.A.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.