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Volumn 5, Issue , 2009, Pages 384-391

Learning a parametric embedding by preserving local structure

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DIMENSIONALITY REDUCTION TECHNIQUES; HIGH-DIMENSIONAL DATA SPACE; LEARNING SETTINGS; LOCAL STRUCTURE; PARAMETRIC MAPPING;

EID: 78049412906     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (480)

References (19)
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    • Overtting in neural nets: Backpropagation, conjugate gradient, and early stopping
    • R. Caruana, S. Lawrence, and L. Giles. Overtting in neural nets: Backpropagation, conjugate gradient, and early stopping. In Advances of Neural Information Processing Systems, volume 13, pages 402-408, 2001.
    • (2001) Advances of Neural Information Processing Systems , vol.13 , pp. 402-408
    • Caruana, R.1    Lawrence, S.2    Giles, L.3
  • 5
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • G.E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8):1771-1800, 2002.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 7
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • G.E. Hinton and R.R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 11
    • 0030556435 scopus 로고    scopus 로고
    • Feed-forward neural networks and topographic mappings for exploratory data analysis
    • D. Lowe and M. Tipping. Feed-forward neural networks and topographic mappings for exploratory data analysis. Neural Computing and Applications, 4(2):83-95, 1996.
    • (1996) Neural Computing and Applications , vol.4 , Issue.2 , pp. 83-95
    • Lowe, D.1    Tipping, M.2
  • 13
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by Locally Linear Embedding
    • S.T. Roweis and L.K. Saul. Nonlinear dimensionality reduction by Locally Linear Embedding. Science, 290(5500):2323-2326, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 15
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J.B. Tenenbaum, V. de Silva, and J.C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.