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Volumn , Issue , 2007, Pages 427-432

Efficient Kernel Discriminant Analysis via spectral regression

Author keywords

[No Author keywords available]

Indexed keywords

CLASS SEPARABILITY; COMPUTATIONAL ANALYSES; COMPUTATIONAL COSTS; COMPUTATIONAL RESULTS; DATA POINTS; EFFICIENT COMPUTATION; EIGEN VECTORS; EIGEN-DECOMPOSITION; EXTRACTING FEATURES; GRAPH ANALYSIS; HIGHLY NONLINEAR; INPUT SPACES; INTERNATIONAL CONFERENCES; KERNEL DISCRIMINANT ANALYSIS; KERNEL MATRICES; LINEAR DISCRIMINANT ANALYSISLDA); NEW ALGORITHM; PROJECTION VECTORS; REGRESSION PROBLEMS; REGULARIZATION TECHNIQUES; REPRODUCING KERNEL-HILBERT SPACE; TRAINING SAMPLES;

EID: 49749152430     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2007.88     Document Type: Conference Paper
Times cited : (118)

References (14)
  • 1
    • 0034296402 scopus 로고    scopus 로고
    • Generalized discriminant analysis using a kernel approach
    • G. Baudat and F. Anouar. Generalized discriminant analysis using a kernel approach. Neural Computation, (12):2385-2404, 2000.
    • (2000) Neural Computation , vol.12 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 2
    • 49749094552 scopus 로고    scopus 로고
    • Efficient kernel discriminant analysis via spectral regression
    • Technical report, Computer Science Department, UIUC, UIUCDCS-R-2007-2888, August
    • D. Cai, X. He, and J. Han. Efficient kernel discriminant analysis via spectral regression. Technical report, Computer Science Department, UIUC, UIUCDCS-R-2007-2888, August 2007.
    • (2007)
    • Cai, D.1    He, X.2    Han, J.3
  • 3
    • 37849039080 scopus 로고    scopus 로고
    • SRDA: An efficient algorithm for large scale discriminant analysis
    • Technical report, Computer Science Department, UIUC, UIUCDCS-R-2007-2857, May
    • D. Cai, X. He, and J. Han. SRDA: An efficient algorithm for large scale discriminant analysis. Technical report, Computer Science Department, UIUC, UIUCDCS-R-2007-2857, May 2007.
    • (2007)
    • Cai, D.1    He, X.2    Han, J.3
  • 9
    • 0005073887 scopus 로고    scopus 로고
    • An improved training algorithm for kernel fisher discriminants
    • Morgan Kaufmann
    • S. Mika, A. Smola, and B. Schölkopf. An improved training algorithm for kernel fisher discriminants. In Proceedings AISTATS 2001. Morgan Kaufmann, 2001.
    • (2001) Proceedings AISTATS 2001
    • Mika, S.1    Smola, A.2    Schölkopf, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.