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Volumn , Issue , 2009, Pages 673-676

On the robustness of the deflation-based FastICA estimator

Author keywords

FastICA; Independent component analysis; Influence function; Outliers; Robustness

Indexed keywords

ASYMPTOTIC COVARIANCE MATRIX; CLOSED-FORM EXPRESSION; FASTICA; INFLUENCE FUNCTIONS; NON-LINEARITY; SEPARATION PERFORMANCE; STATISTICAL ROBUSTNESS;

EID: 72349083233     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2009.5278485     Document Type: Conference Paper
Times cited : (8)

References (10)
  • 2
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    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Networks, vol. 10, no. 3, pp. 626-634, 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 3
    • 84869739105 scopus 로고    scopus 로고
    • http://www.cis.hut.fi/projects/ica/fastica.
  • 4
    • 72349092378 scopus 로고    scopus 로고
    • Robust ICA for blind source separation and extraction with applications in electrocardiography
    • Vancouver, Canada, Aug
    • V. Zarzoso and P. Comon, "Robust ICA for blind source separation and extraction with applications in electrocardiography," in Proc. 30th Int. EMBS Conf., Vancouver, Canada, Aug. 2008.
    • (2008) Proc. 30th Int. EMBS Conf
    • Zarzoso, V.1    Comon, P.2
  • 6
    • 0031375733 scopus 로고    scopus 로고
    • One-unit contrast functions for independent component analysis: A statistical analysis
    • Amelia Island, FL
    • A. Hyvärinen, "One-unit contrast functions for independent component analysis: A statistical analysis," in IEEE Neural Networks for Signal Processing (NNSP), Amelia Island, FL, 1997, pp. 388-397.
    • (1997) IEEE Neural Networks for Signal Processing (NNSP) , pp. 388-397
    • Hyvärinen, A.1
  • 7
    • 72349095577 scopus 로고    scopus 로고
    • The deflation-based FastICA estimator: Statistical analysis revisited
    • submitted
    • E. Ollila, "The deflation-based FastICA estimator: statistical analysis revisited," IEEE Trans. Signal Processing, 2009 (submitted).
    • (2009) IEEE Trans. Signal Processing
    • Ollila, E.1
  • 8
    • 33846796160 scopus 로고    scopus 로고
    • Fixed-point algorithms for the blind separation of arbitrary complex-valued non-gaussian signal mixtures
    • S. C. Douglas, "Fixed-point algorithms for the blind separation of arbitrary complex-valued non-gaussian signal mixtures," EURASIP J. Advances in Signal Processing, vol. 2007, no. 1, pp. 83-83, 2007.
    • (2007) EURASIP J. Advances in Signal Processing , vol.2007 , Issue.1 , pp. 83-83
    • Douglas, S.C.1
  • 9
    • 40249097427 scopus 로고    scopus 로고
    • Complex-valued ICA based on a pair of generalized covariance matrices
    • E. Ollila, H. Oja, and V. Koivunen, "Complex-valued ICA based on a pair of generalized covariance matrices," Comp. Stat. & Data Anal., vol. 52, no. 7, pp. 3789-3805, 2008.
    • (2008) Comp. Stat. & Data Anal , vol.52 , Issue.7 , pp. 3789-3805
    • Ollila, E.1    Oja, H.2    Koivunen, V.3
  • 10
    • 34548140245 scopus 로고    scopus 로고
    • Scatter matrices and independent component analysis
    • H. Oja, S. Sirkiä, and J. Eriksson, "Scatter matrices and independent component analysis," Austrian Journal of Statistics, vol. 35, no. 1&2, pp. 175-189, 2006.
    • (2006) Austrian Journal of Statistics , vol.35 , Issue.1-2 , pp. 175-189
    • Oja, H.1    Sirkiä, S.2    Eriksson, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.