메뉴 건너뛰기




Volumn 6911 LNAI, Issue PART 1, 2011, Pages 391-406

Manifold coarse graining for online semi-supervised learning

Author keywords

Harmonic Solution; Label Propagation; Manifold Assumption; Online Classification; Semi Supervised Learning; Spectral Coarse Graining

Indexed keywords

COARSE GRAINING; HARMONIC SOLUTION; LABEL PROPAGATION; MANIFOLD ASSUMPTION; ON-LINE CLASSIFICATION; SEMI-SUPERVISED LEARNING;

EID: 80052411583     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23780-5_35     Document Type: Conference Paper
Times cited : (10)

References (20)
  • 1
    • 33745456231 scopus 로고    scopus 로고
    • Technical Report 1530, Department of Computer Sciences, University of Wisconsin Madison
    • Zhu, X.: Semi-Supervised Learning Literature Survey. Technical Report 1530, Department of Computer Sciences, University of Wisconsin Madison (2005)
    • (2005) Semi-Supervised Learning Literature Survey
    • Zhu, X.1
  • 3
    • 33750729556 scopus 로고    scopus 로고
    • Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
    • Belkin, M., Niyogi, P., Sindhwani, V.: Manifold Regularization: a Geometric Framework for Learning from Labeled and Unlabeled Examples. Journal of Machine Learning Research 7, 2399-2434 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 6
    • 56749152262 scopus 로고    scopus 로고
    • Semi-supervised On-Line Boosting for Robust Tracking
    • Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. Springer, Heidelberg
    • Grabner, H., Leistner, C., Bischof, H.: Semi-supervised On-Line Boosting for Robust Tracking. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 234-247. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5302 , pp. 234-247
    • Grabner, H.1    Leistner, C.2    Bischof, H.3
  • 8
    • 70349226811 scopus 로고    scopus 로고
    • Manifold Regularization for Semi-Supervised Sequential Learning
    • Moh, Y., Buhmann, J.M.: Manifold Regularization for Semi-Supervised Sequential Learning. In: ICASSP (2009)
    • (2009) ICASSP
    • Moh, Y.1    Buhmann, J.M.2
  • 9
    • 59549084072 scopus 로고    scopus 로고
    • Online Manifold Regularization: A New Learning Setting and Empirical Study
    • Goldberg, A., Li, M., Zhu, X.: Online Manifold Regularization: A New Learning Setting and Empirical Study. In: Proceeding of ECML (2008)
    • Proceeding of ECML (2008)
    • Goldberg, A.1    Li, M.2    Zhu, X.3
  • 12
    • 33746476985 scopus 로고    scopus 로고
    • Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization
    • Lafon, S., Lee, A.B.: Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization. IEEE Transactions on Pattern Analysis and Machine Intelligence 28(9), 1393-1403 (2006)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.9 , pp. 1393-1403
    • Lafon, S.1    Lee, A.B.2
  • 14
    • 1942484430 scopus 로고    scopus 로고
    • Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions
    • Zhu, X., Ghahramani, Z., Lafferty, J.: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. In: ICML (2003)
    • (2003) ICML
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3
  • 19
    • 84932617705 scopus 로고    scopus 로고
    • Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories
    • Fei, L., Fergus, R., Perona, P.: Learning Generative Visual Models From Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories. In: IEEE CVPR 2004, Workshop on Generative Model Based Vision (2004)
    • IEEE CVPR 2004, Workshop on Generative Model Based Vision (2004)
    • Fei, L.1    Fergus, R.2    Perona, P.3
  • 20
    • 44649157037 scopus 로고    scopus 로고
    • CEDD: Color and Edge Directivity Descriptor: A Compact Descriptor for Image Indexing and Retrieval
    • Chatzichristofis, S.A., Boutalis, Y.S.: CEDD: Color and Edge Directivity Descriptor: A Compact Descriptor for Image Indexing and Retrieval. In: ICVS, pp. 312-322 (2008)
    • (2008) ICVS , pp. 312-322
    • Chatzichristofis, S.A.1    Boutalis, Y.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.