메뉴 건너뛰기




Volumn , Issue , 2011, Pages 753-760

Hierarchical maximum margin learning for multi-class classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BINARY TREES; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; EFFICIENCY; FORESTRY;

EID: 80053165980     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (24)
  • 1
    • 85162050606 scopus 로고    scopus 로고
    • Label embedding trees for large multi-class tasks
    • Samy Bengio, Jason Weston, and David Grangier. Label embedding trees for large multi-class tasks. NIPS'23, pages 163-171. 2010.
    • (2010) NIPS'23 , pp. 163-171
    • Bengio, S.1    Weston, J.2    Grangier, D.3
  • 5
    • 41549144249 scopus 로고    scopus 로고
    • Optimization techniques for semi-supervised support vector machines
    • Olivier Chapelle, Vikas Sindhwani, and Sathiya S. Keerthi. Optimization Techniques for Semi-Supervised Support Vector Machines. J. Mach. Learn. Res., 9:203-233, 2008. (Pubitemid 351469022)
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 203-233
    • Chapelle, O.1    Sindhwani, V.2    Keerthi, S.S.3
  • 9
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • Chih-Wei Hsu and Chih-Jen Lin. A comparison of methods for multi-class support vector machines. IEEE Trans on Neural Networks, 13:415-425, 2002. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 11
    • 65449123919 scopus 로고    scopus 로고
    • A sequential dual method for large scale multi-class linear svms
    • S. Sathiya Keerthi, S. Sundararajan, Kai-Wei Chang, ChoJui Hsieh, and Chih-Jen Lin. A sequential dual method for large scale multi-class linear svms. KDD'08, pages 408-416, 2008.
    • (2008) KDD'08 , pp. 408-416
    • Keerthi, S.S.1    Sundararajan, S.2    Chang, K.-W.3    Hsieh, C.J.4    Lin, C.-J.5
  • 12
    • 0001547779 scopus 로고
    • The cutting plane method for solving convex programs
    • J. E. Kelley. The cutting plane method for solving convex programs. Journal of the SIAM, 8:703-712, 1960.
    • (1960) Journal of the SIAM , vol.8 , pp. 703-712
    • Kelley, J.E.1
  • 13
    • 69649090538 scopus 로고    scopus 로고
    • A minimax theorem with applications to machine learning, signal processing, and finance
    • November
    • Seung-Jean Kim and Stephen Boyd. A minimax theorem with applications to machine learning, signal processing, and finance. SIAM Journal on Optimization, 19:1344-1367, November 2008.
    • (2008) SIAM Journal on Optimization , vol.19 , pp. 1344-1367
    • Kim, S.-J.1    Boyd, S.2
  • 16
  • 17
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scaleinvariant keypoints
    • November
    • David G. Lowe. Distinctive image features from scaleinvariant keypoints. Int. J. Comput. Vision, 60:91-110, November 2004.
    • (2004) Int. J. Comput. Vision , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 19
    • 0028961335 scopus 로고
    • SCOP: A structural classification of proteins database for the investigation of sequences and structures
    • April
    • A. G. Murzin, S. E. Brenner, T. Hubbard, and C. Chothia. SCOP: a structural classification of proteins database for the investigation of sequences and structures. Journal of molecular biology, 247(4):536-540, April 1995.
    • (1995) Journal of Molecular Biology , vol.247 , Issue.4 , pp. 536-540
    • Murzin, A.G.1    Brenner, S.E.2    Hubbard, T.3    Chothia, C.4
  • 20
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • chapter In B. Scholkopf, C. Burges and A. Smola (Eds)
    • John C. Platt. Fast training of support vector machines using sequential minimal optimization, chapter In B. Scholkopf, C. Burges and A. Smola (Eds), Advances in kernel methods: Support Vector Learning. 1998.
    • (1998) Advances in Kernel Methods: Support Vector Learning.
    • Platt, J.C.1
  • 21
    • 84888364466 scopus 로고    scopus 로고
    • Large margin dags for multiclass classification
    • John C. Platt, Nello Cristianini, and John Shawe-taylor. Large margin dags for multiclass classification. NIPS'12, pages 547-553, 2000.
    • (2000) NIPS'12 , pp. 547-553
    • Platt, J.C.1    Cristianini, N.2    Shawe-Taylor, J.3
  • 23
    • 56749117943 scopus 로고    scopus 로고
    • In defense of one-vs-all classification
    • Ryan Rifkin and Aldebaro Klautau. In defense of one-vs-all classification. J. Mach. Learn. Res., 5:101-141, 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 101-141
    • Rifkin, R.1    Klautau, A.2
  • 24
    • 0001254045 scopus 로고    scopus 로고
    • Multi-class support vector machine
    • Brussels
    • Jason Weston and Chris Watkins. Multi-class support vector machine. In ESANN99, Brussels. 1999.
    • (1999) ESANN99
    • Weston, J.1    Watkins, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.