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Volumn , Issue , 2006, Pages 242-245

Dimensionality reduction techniques: An operational comparison on multispectral satellite images using unsupervised clustering

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; DATA STRUCTURES; UNSUPERVISED LEARNING;

EID: 39049142960     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NORSIG.2006.275233     Document Type: Conference Paper
Times cited : (8)

References (9)
  • 3
    • 0030736375 scopus 로고    scopus 로고
    • Curvilinear Component Analysis : A self-organizing neural network for nonlinear mapping of data sets
    • P. Demartines and J. Hérault, "Curvilinear Component Analysis : A self-organizing neural network for nonlinear mapping of data sets," IEEE Transactions on neural networks, vol. 8, pp. 148-154, 1997.
    • (1997) IEEE Transactions on neural networks , vol.8 , pp. 148-154
    • Demartines, P.1    Hérault, J.2
  • 4
    • 1542680971 scopus 로고    scopus 로고
    • Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
    • J. Aldo Lee, A. Lendasse, and M. Verleysen, "Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis." Neurocomputing, vol. 57, pp. 49-76, 2004.
    • (2004) Neurocomputing , vol.57 , pp. 49-76
    • Aldo Lee, J.1    Lendasse, A.2    Verleysen, M.3
  • 5
    • 0034704229 scopus 로고    scopus 로고
    • J. B. Tenenbaum, Vin de Silva, and J. C. Langford, A Global Geometric Framework for Nonlinear Dimensionality Reduction, Science, 290, pp. 2319-2323, 2000.
    • J. B. Tenenbaum, Vin de Silva, and J. C. Langford, "A Global Geometric Framework for Nonlinear Dimensionality Reduction," Science, vol. 290, pp. 2319-2323, 2000.
  • 6
    • 2342517502 scopus 로고    scopus 로고
    • Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds
    • L. K. Saul and S. T. Roweis, "Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds," Journal of Machine Learning Research, vol. 4, pp. 119-155, 2003.
    • (2003) Journal of Machine Learning Research , vol.4 , pp. 119-155
    • Saul, L.K.1    Roweis, S.T.2
  • 8
    • 25844500444 scopus 로고    scopus 로고
    • New indices for cluster validity assessment
    • M. Kim and R. S. Ramakrishna, "New indices for cluster validity assessment," Pattern Recognition Letters, vol. 26, pp. 2353-2363, 2005.
    • (2005) Pattern Recognition Letters , vol.26 , pp. 2353-2363
    • Kim, M.1    Ramakrishna, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.