메뉴 건너뛰기




Volumn 6, Issue 4, 2015, Pages 667-676

Semi-supervised classification with privileged information

Author keywords

Classification; Privileged information; Support vector machine

Indexed keywords

DIGITAL STORAGE; INFORMATION USE; SUPERVISED LEARNING; SUPPORT VECTOR MACHINES;

EID: 84937879277     PISSN: 18688071     EISSN: 1868808X     Source Type: Journal    
DOI: 10.1007/s13042-015-0390-1     Document Type: Article
Times cited : (9)

References (20)
  • 1
    • 68149165759 scopus 로고    scopus 로고
    • A new learning paradigm: learning using privileged information
    • Vapnik V, Vashist A (2009) A new learning paradigm: learning using privileged information. Neural Netw 22(5–6):544–557
    • (2009) Neural Netw , vol.22 , Issue.5-6 , pp. 544-557
    • Vapnik, V.1    Vashist, A.2
  • 5
    • 85161958858 scopus 로고    scopus 로고
    • On the theory of learning with privileged information. In: Advances in neural information processing systems
    • Pechyony D, Vapnik V (2010) On the theory of learning with privileged information. In: Advances in neural information processing systems, vol 23
    • (2010) vol 23
    • Pechyony, D.1    Vapnik, V.2
  • 6
    • 84859155232 scopus 로고    scopus 로고
    • Vapnik V (2010) Smo-style algorithms for learning using privileged information
    • CSREA Press, Providence
    • Pechyony D, Izmailov R, Vashist A, Vapnik V (2010) Smo-style algorithms for learning using privileged information. In: DMIN. CSREA Press, Providence, pp 235–241
    • DMIN , pp. 235-241
    • Pechyony, D.1    Izmailov, R.2    Vashist, A.3
  • 7
    • 0005977840 scopus 로고    scopus 로고
    • Learning with labeled and unlabeled data
    • Seeger M (2001) Learning with labeled and unlabeled data. Technical report
    • (2001) Technical report
    • Seeger, M.1
  • 9
    • 33745456231 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • University of Wisconsin, Madison
    • Zhu X (2006) Semi-supervised learning literature survey. Technical Report 15304, University of Wisconsin, Madison
    • (2006) Technical Report 15304
    • Zhu, X.1
  • 11
    • 84937846685 scopus 로고    scopus 로고
    • Semi-supervised learning by entropy minimization. In: CAP, PUG
    • Grandvalet Y, Bengio Y (2005) Semi-supervised learning by entropy minimization. In: CAP, PUG, pp 281–296
    • (2005) pp 281–296
    • Grandvalet, Y.1    Bengio, Y.2
  • 12
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: a geometric framework for learning from labeled and unlabeled examples
    • Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7:2399–2434
    • (2006) J Mach Learn Res , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 13
    • 1942484960 scopus 로고    scopus 로고
    • Transductive learning via spectral graph partitioning. In: ICML
    • Joachims T (2003) Transductive learning via spectral graph partitioning. In: ICML, pp 290–297
    • (2003) pp 290–297
    • Joachims, T.1
  • 14
    • 84937923396 scopus 로고    scopus 로고
    • Using manifold structure for partially labelled classification. In: NIPS
    • Belkin M, Niyogi P (2002) Using manifold structure for partially labelled classification. In: NIPS, pp 953–960
    • (2002) pp 953–960
    • Belkin, M.1    Niyogi, P.2
  • 15
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions. In: ICML
    • Zhu X, Ghahramani Z, Lafferty J (2003) Semi-supervised learning using gaussian fields and harmonic functions. In: ICML, pp 912–919
    • (2003) pp 912–919
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3
  • 17
    • 84866320933 scopus 로고    scopus 로고
    • Recent advances on support vector machines research
    • Tian Y, Yong S, Xiaohui L (2012) Recent advances on support vector machines research. Technol Econ Dev Econ 18(1): 5–33
    • (2012) Technol Econ Dev Econ , vol.18 , Issue.1 , pp. 5-33
    • Tian, Y.1    Yong, S.2    Xiaohui, L.3
  • 18
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • Mackey MC, Glass L (1977) Oscillation and chaos in physiological control systems. Science 197(4300):287–289
    • (1977) Science , vol.197 , Issue.4300 , pp. 287-289
    • Mackey, M.C.1    Glass, L.2
  • 19
    • 84937933885 scopus 로고    scopus 로고
    • Everingham M, Zisserman A, Williams CKI, Van Gool L (2006) The PASCAL visual object classes challenge 2006 (VOC 2006) results.
    • Everingham M, Zisserman A, Williams CKI, Van Gool L (2006) The PASCAL visual object classes challenge 2006 (VOC 2006) results. http://www.pascal-network.org/challenges/VOC/voc2006/results.pdf


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.