SCOPUS 정보 검색 플랫폼

Journal of Information and Computational Science

Volumn 10, Issue 2, 2013, Pages 443-450

A new multi-class support vector algorithm based on privileged information

(3) Liu, Jun a Zhu, Wenxin a,b Zhong, Ping a

a CHINA AGRICULTURAL UNIVERSITY (China)

b TIANJIN AGRICULTURAL UNIVERSITY (China)

Author keywords

Correcting function; Multi classification; Privileged information; Support vector machine

Indexed keywords

BINARY INFORMATION; CORRECTING FUNCTION; LEARNING PARADIGMS; MULTI-CLASS; MULTI-CLASSIFICATION; PRACTICAL PROBLEMS; PRIVILEGED INFORMATION; SUPPORT VECTOR ALGORITHMS; TRAINING SAMPLE;

MATHEMATICAL TECHNIQUES; SUPPORT VECTOR MACHINES;

ALGORITHMS;

EID: 84874512242 PISSN: 15487741 EISSN: None Source Type: Journal
DOI: None Document Type: Article

Times cited : (11)

References (9)

1
- 68149165759
- A new learning paradigm: Learning using privileged information
- V. Vapnik, A. Vashist, A new learning paradigm: Learning using privileged information, Neural Networks, 22(5-6), 2009, 544-557
- (2009) Neural Networks , vol.22 , Issue.5-6 , pp. 544-557
- Vapnik, V.¹ Vashist, A.²

2
- 68149170189
- Learning using hidden information: Master class learning
- V. Vapnik, A. Vashist, N. Pavlovich, Learning using hidden information: Master class learning, in: Proceedings of NATO Workshop on Mining Massive Data Sets for Security, 2008, 3-14
- (2008) Proceedings of NATO Workshop on Mining Massive Data Sets for Security , pp. 3-14
- Vapnik, V.¹ Vashist, A.² Pavlovich, N.³

3
- 85089251671
- Comparison of classifier methods: A case study in handwriting digit recognition
- L. Bottou, C. Cortes, J. S. Denker, H. Drucker, I. Guyon, L. D. Jackel, Y. LeCun, U. A. Müller, E. Sackinger, P. Simard, V. Vapnik, Comparison of classifier methods: A case study in handwriting digit recognition, in: Proceedings of the International Conference on Pattern Recognition, 1994, 77-82
- (1994) Proceedings of the International Conference on Pattern Recognition , pp. 77-82
- Bottou, L.¹ Cortes, C.² Denker, J.S.³ Drucker, H.⁴ Guyon, I.⁵ Jackel, L.D.⁶ LeCun, Y.⁷ Müller, U.A.⁸ Sackinger, E.⁹ Simard, P.¹⁰ Vapnik, V.¹¹

4
- 84898942883
- Classification by pairwise coupling
- T. J. Hastie, R. J. Tibshirani, Classification by pairwise coupling, Advances in Neural Information Processing Systems, 10 (1998), 507-513
- (1998) Advances in Neural Information Processing Systems , vol.10 , pp. 507-513
- Hastie, T.J.¹ Tibshirani, R.J.²

5
- 0000406788
- Solving multi-class learning problems via error-correcting output codes
- T. G. Dietterich, G. Bakiri, Solving multi-class learning problems via error-correcting output codes, Journal of Artificial Intelligence Research, 2 (1995), 263-286
- (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
- Dietterich, T.G.¹ Bakiri, G.²

6
- 0036568032
- On the learnability and design of output codes for multiclass problems
- K. Crammer, Y. Singer, On the learnability and design of output codes for multiclass problems, Machine Learning, 47 (2002), 201-233
- (2002) Machine Learning , vol.47 , pp. 201-233
- Crammer, K.¹ Singer, Y.²

7
- 30944453526
- A new multi-class support vector algorithm
- P. Zhong, M. Fukushima, A new multi-class support vector algorithm, Optimization Methods and Software, 21(3), 2006, 359-372
- (2006) Optimization Methods and Software , vol.21 , Issue.3 , pp. 359-372
- Zhong, P.¹ Fukushima, M.²

8
- 56349128692
- Springer
- V. Vapnik, Empirical Inference Science, Springer, 2006
- (2006) Empirical Inference Science
- Vapnik, V.¹

9
- 84863387880
- C. Blake, E. Keogh, C. Merz, UCI Repository of Machine Learning Database, Available at http://archive.ics.uci.edu/ml/
- UCI Repository of Machine Learning Database
- Blake, C.¹ Keogh, E.² Merz, C.³

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.