메뉴 건너뛰기




Volumn 6792 LNCS, Issue PART 2, 2011, Pages 397-404

An information geometrical view of stationary subspace analysis

Author keywords

generative model; information geometry; Kullback Leibler divergence; maximum likelihood estimation; stationary subspace analysis

Indexed keywords

DATA DISTRIBUTION; GENERATIVE MODEL; HIGH DIMENSIONAL DATA; INFORMATION GEOMETRY; KULLBACK LEIBLER DIVERGENCE; NON-STATIONARITIES; SUBSPACE ANALYSIS; UNSUPERVISED LEARNING METHOD;

EID: 79959326722     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21738-8_51     Document Type: Conference Paper
Times cited : (15)

References (13)
  • 1
    • 0003658081 scopus 로고
    • Differential-geometrical Methods in Statistics
    • Springer, Berlin
    • Amari, S.: Differential-geometrical Methods in Statistics. Lecture Notes in Statistics. Springer, Berlin (1985)
    • (1985) Lecture Notes in Statistics
    • Amari, S.1
  • 6
    • 4344616431 scopus 로고    scopus 로고
    • The three easy routes to independent component analysis; contrasts and geometry
    • Cardoso, J.F.: The three easy routes to independent component analysis; contrasts and geometry. In: Proc. ICA 2001, pp. 1-6 (2001)
    • (2001) Proc. ICA 2001 , pp. 1-6
    • Cardoso, J.F.1
  • 8
    • 0016102310 scopus 로고
    • A projection pursuit algorithm for exploratory data analysis
    • Friedman, J.H., Tukey, J.W.: A projection pursuit algorithm for exploratory data analysis. IEEE Trans. Computers 23, 881-890 (1974)
    • (1974) IEEE Trans. Computers , vol.23 , pp. 881-890
    • Friedman, J.H.1    Tukey, J.W.2
  • 9
    • 78650224631 scopus 로고    scopus 로고
    • Stationary subspace analysis as a generalized eigenvalue problem
    • Wong, K.W., Mendis, B.S.U., Bouzerdoum, A. (eds.) ICONIP 2010, Part I Springer, Heidelberg
    • Hara, S., Kawahara, Y., Washio, T., von Bünau, P.: Stationary subspace analysis as a generalized eigenvalue problem. In: Wong, K.W., Mendis, B.S.U., Bouzerdoum, A. (eds.) ICONIP 2010, Part I. LNCS, vol. 6443, pp. 422-429. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6443 , pp. 422-429
    • Hara, S.1    Kawahara, Y.2    Washio, T.3    Von Bünau, P.4
  • 11
    • 0002910677 scopus 로고    scopus 로고
    • Blind separation of instantaneous mixtures of non stationary sources
    • Pham, D.T., Cardoso, J.F.: Blind separation of instantaneous mixtures of non stationary sources. In: Proc. ICA 2000, Helsinki, Finland, pp. 187-192 (2000)
    • (2000) Proc. ICA 2000, Helsinki, Finland , pp. 187-192
    • Pham, D.T.1    Cardoso, J.F.2
  • 12
    • 21744446767 scopus 로고    scopus 로고
    • Geometrical methods for non-negative ica: Manifolds, lie groups and toral subalgebras
    • Plumbley, M.D.: Geometrical methods for non-negative ica: Manifolds, lie groups and toral subalgebras. Neurocomputing 67(161-197) (2005)
    • (2005) Neurocomputing , vol.67 , Issue.161-197
    • Plumbley, M.D.1
  • 13
    • 77954888239 scopus 로고    scopus 로고
    • Colored subspace analysis: Dimension reduction based on a signal's autocorrelation structure
    • Theis, F.: Colored subspace analysis: Dimension reduction based on a signal's autocorrelation structure. IEEE Trans. Circuits & Systems I 57(7), 1463-1474 (2010)
    • (2010) IEEE Trans. Circuits & Systems I , vol.57 , Issue.7 , pp. 1463-1474
    • Theis, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.