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Volumn , Issue , 2010, Pages 87-92

Exploratory observation machine (XOM) with kullback-leibler divergence for dimensionality reduction and visualization

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EXPENSE; DIMENSIONALITY REDUCTION; KULLBACK LEIBLER DIVERGENCE; NEIGHBORHOOD FUNCTION; OPTIMIZATION APPROACH; SCIENCE AND ENGINEERING; STRUCTURE-PRESERVING; TOPOLOGY-PRESERVING MAPPINGS;

EID: 84887014256     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (71)

References (19)
  • 1
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear Dimensionality Reduction by Locally Linear Embedding
    • S. T. Roweis, L. K. Saul, Nonlinear Dimensionality Reduction by Locally Linear Embedding, Science 290 (5500) (2000) 2323-2326.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 3
    • 69049087809 scopus 로고    scopus 로고
    • A computational framework for nonlinear dimensionality reduction and clustering
    • in: J. Principe, R. Miikkulainen (Eds.), Advances in Self-Organizing Maps, Springer
    • A. Wismüller, A computational framework for nonlinear dimensionality reduction and clustering, in: J. Principe, R. Miikkulainen (Eds.), Lecture Notes in Computer Science 5629: Advances in Self-Organizing Maps, Springer, 2009, pp. 334-343.
    • (2009) Lecture Notes In Computer Science , vol.5629 , pp. 334-343
    • Wismüller, A.1
  • 8
    • 84898964829 scopus 로고    scopus 로고
    • Stochastic neighbor embedding
    • MIT Press
    • G. Hinton, S. Roweis, Stochastic neighbor embedding, in: Advances in NIPS 15, MIT Press, 2003, pp. 833-840.
    • (2003) Advances In NIPS 15 , pp. 833-840
    • Hinton, G.1    Roweis, S.2
  • 15
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • J. Sammon, A nonlinear mapping for data structure analysis, IEEE Transactions on Computers C 18 (1969) 401-409.
    • (1969) IEEE Transactions On Computers C , vol.18 , pp. 401-409
    • Sammon, J.1
  • 16
    • 0029267679 scopus 로고    scopus 로고
    • An index for topological preservation for feature extraction
    • J. Bezdek, N. Pal, An index for topological preservation for feature extraction, Pattern Recognition 28 (3) (1998) 381-391.
    • (1998) Pattern Recognition , vol.28 , Issue.3 , pp. 381-391
    • Bezdek, J.1    Pal, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.