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Volumn 5, Issue , 2004, Pages 913-916

Dimensionality reduction in hyperspectral image classification

Author keywords

[No Author keywords available]

Indexed keywords

DIMENSIONALITY REDUCTION; HYPERSPECTRAL IMAGES; IMAGE CLASSIFICATION; MULTIDIMENSIONAL SCALING (MDS);

EID: 20444458739     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (14)
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    • A global geometric framework for nonlinear dimensionality reduction
    • December
    • J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, 290(5500):2319-2323, December 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 5
    • 0024732792 scopus 로고
    • Connectionist learning procedures
    • G.E. Hinton, "Connectionist learning procedures," Artificial Intell., vol. 40, no. 1, pp. 143-150, 1989.
    • (1989) Artificial Intell. , vol.40 , Issue.1 , pp. 143-150
    • Hinton, G.E.1
  • 6
    • 0001160588 scopus 로고
    • What size of neural net gives valid generalization?
    • 1
    • E.B. Baum, "What size of neural net gives valid generalization? " Neural Computation, 1(4):1, pp. 51-160, 1989.
    • (1989) Neural Computation , vol.1 , Issue.4 , pp. 51-160
    • Baum, E.B.1
  • 7
    • 0025889440 scopus 로고
    • Benefits of gain: Speeded learning and minimal hidden layers in backpropagation networks
    • J.K. Kruschke and J.R. Movellan, "Benefits of Gain: Speeded Learning and Minimal Hidden Layers in Backpropagation Networks," IEEE Transactions on Systems, Man and Cybernetics. 21(1), pp. 273-280, 1991.
    • (1991) IEEE Transactions on Systems, Man and Cybernetics , vol.21 , Issue.1 , pp. 273-280
    • Kruschke, J.K.1    Movellan, J.R.2
  • 8
    • 0000539096 scopus 로고
    • Generalization by weight elimination with application to forecasting
    • R.P. Lippmann, J.E. Moody, and D.S. Touretzky, eds. Morgan Kaufmann, San Mateo, CA
    • A.S. Weigend, D.E. Rumelhart, and B.A. Huberman "Generalization by weight elimination with application to forecasting," in Advances in Neural Information Processing Systems 3, R.P. Lippmann, J.E. Moody, and D.S. Touretzky, eds. Morgan Kaufmann, San Mateo, CA, pp. 875-882, 1991.
    • (1991) Advances in Neural Information Processing Systems , vol.3 , pp. 875-882
    • Weigend, A.S.1    Rumelhart, D.E.2    Huberman, B.A.3
  • 9
    • 84899007626 scopus 로고    scopus 로고
    • Smoothing regularizers for projective basis function networks
    • M.C. Mozer, M.I. Jordan and T. Petsche, eds. MIT Press, Cambridge
    • J. Moody and T. Rognvaldsson, "Smoothing Regularizers for Projective Basis Function Networks," in Advances in Neural Information Processing Systems 9, pp. 585-591, M.C. Mozer, M.I. Jordan and T. Petsche, eds. MIT Press, Cambridge, 1997.
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 585-591
    • Moody, J.1    Rognvaldsson, T.2
  • 12
    • 0028751377 scopus 로고
    • An analysis of weight decay as a methodology of reducing three-layer feedforward artificial neural networks for classification problems
    • Orlando, FL
    • M.Y. Chow and J. Teeter, "An Analysis of Weight Decay as a Methodology of Reducing Three-Layer Feedforward Artificial Neural Networks for Classification Problems," Proceedings of IEEE International Conference on Neural Network, Orlando, FL, pp. 600-605, 1994.
    • (1994) Proceedings of IEEE International Conference on Neural Network , pp. 600-605
    • Chow, M.Y.1    Teeter, J.2
  • 14
    • 84860950205 scopus 로고    scopus 로고
    • http://color.psych.upenn.edu/hyperspectral/bearfruitgray/bearfruitgray. html


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.