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Volumn 42, Issue 3, 2003, Pages 385-402

Independent Multiresolution Component Analysis and Matching Pursuit

Author keywords

Feature detection; Financial time series; Independent and sparse components; Latent variable systems; Matching pursuit; Multiresolution analysis; Overcomplete dictionaries

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; STATISTICAL METHODS;

EID: 0037471362     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00217-7     Document Type: Article
Times cited : (16)

References (33)
  • 1
    • 0003159396 scopus 로고    scopus 로고
    • Wavelets for the analysis, estimation and synthesis of scaling data
    • Park, C., Willinger, W. (Eds.), Wiley, New York
    • Abry, P., Flandrin, P., Taqqu, M.S., Veitch, D., 2000. Wavelets for the analysis, estimation and synthesis ofscaling data. In: Park, C., Willinger, W. (Eds.), Self-Similar Network TraBc and Performance Evaluation.Wiley, New York, pp. 39-88.
    • (2000) Self-Similar Network Traffic and Performance Evaluation , pp. 39-88
    • Abry, P.1    Flandrin, P.2    Taqqu, M.S.3    Veitch, D.4
  • 2
    • 0013406089 scopus 로고    scopus 로고
    • ICA for temporally correlated signals
    • Technical Report, RIKEN, Japan
    • Amari, S., 1998. ICA for temporally correlated signals. Larning algorithms. Technical Report, RIKEN, Japan.
    • (1998) Larning Algorithms
    • Amari, S.1
  • 3
    • 0031161196 scopus 로고    scopus 로고
    • Intraday periodicity and volatility persistence in financial markets
    • Andersen, T., Bollerslev, T., 1997. Intraday periodicity and volatility persistence in financial markets. J. Emp. Finance 4, 115-158.
    • (1997) J. Emp. Finance , vol.4 , pp. 115-158
    • Andersen, T.1    Bollerslev, T.2
  • 4
    • 0040747426 scopus 로고    scopus 로고
    • Heterogeneous information arrivals and return volatility dynamics: Uncovering the long-run in high frequency returns
    • Andersen, T., Bollerslev, T., 1997. Heterogeneous information arrivals and return volatility dynamics: Uncovering the long-run in high frequency returns. J. Finance, 52 (3), 975-1005.
    • (1997) J. Finance , vol.52 , Issue.3 , pp. 975-1005
    • Andersen, T.1    Bollerslev, T.2
  • 6
    • 0013404831 scopus 로고    scopus 로고
    • Wavelets for high frequency financial time series
    • Capobianco, E., 1999a. Wavelets for high frequency financial time series. In: Interface '99 Conference Proceedings, pp. 373-378.
    • (1999) Interface '99 Conference Proceedings , pp. 373-378
    • Capobianco, E.1
  • 7
    • 0000027663 scopus 로고    scopus 로고
    • Statistical analysis of financial volatility by wavelet shrinkage
    • Capobianco, E., 1999. Statistical analysis of financial volatility by wavelet shrinkage. Methods Comp. Appl. Prob. 1 (4), 423-443.
    • (1999) Methods Comp. Appl. Prob. , vol.1 , Issue.4 , pp. 423-443
    • Capobianco, E.1
  • 9
    • 0027812550 scopus 로고
    • Blind beamforming for non-Gaussian signals
    • Cardoso, J., Souloumiac, A., 1993. Blind beamforming for non-Gaussian signals. IEE Proc. F. 140 (6), 362-370.
    • (1993) IEE Proc. F. , vol.140 , Issue.6 , pp. 362-370
    • Cardoso, J.1    Souloumiac, A.2
  • 10
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • Chen, S., Donoho, D., Saunders, M.A., 2001. Atomic decomposition by basis pursuit. SIAM Rev., 43 (1), 129-159.
    • (2001) SIAM Rev. , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.1    Donoho, D.2    Saunders, M.A.3
  • 11
    • 0026686048 scopus 로고
    • Entropy-based algorithms for best basis selection
    • Coifman, R., Wickerhauser, V., 1992. Entropy-based algorithms for best basis selection. IEEE Trans. Inform. Theory 38, 713-718.
    • (1992) IEEE Trans. Inform. Theory , vol.38 , pp. 713-718
    • Coifman, R.1    Wickerhauser, V.2
  • 12
    • 0028416938 scopus 로고
    • Independent component analysis-a new concept?
    • Comon, P., 1994. Independent component analysis-a new concept?. Signal Process., 36 (3), 287-314.
    • (1994) Signal Process. , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 14
    • 0035533162 scopus 로고    scopus 로고
    • Sparse components of images and optimal atomic decompositions
    • Donoho, D., 2001. Sparse components of images and optimal atomic decompositions. Constr. Approx. 17, 353-382.
    • (2001) Constr. Approx. , vol.17 , pp. 353-382
    • Donoho, D.1
  • 15
    • 0041958932 scopus 로고
    • Ideal spatial adaptation via wavelet shrinkage
    • Donoho, D., Johnstone, I.M., 1994. Ideal spatial adaptation via wavelet shrinkage. Biometrika 81, 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.1    Johnstone, I.M.2
  • 16
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho, D., Johnstone, I.M., 1995. Adapting to unknown smoothness via wavelet shrinkage. J. Amer. Statist. Assoc. 90, 1200-1224.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 1200-1224
    • Donoho, D.1    Johnstone, I.M.2
  • 17
    • 0032334093 scopus 로고    scopus 로고
    • Minimax estimation via wavelet shrinkage
    • Donoho, D., Johnstone, I.M., 1998, Minimax estimation via wavelet shrinkage. Ann. Statist. 26, 879-921.
    • (1998) Ann. Statist. , vol.26 , pp. 879-921
    • Donoho, D.1    Johnstone, I.M.2
  • 20
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvarinen, A., 1999. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans. Neural Networks, 10 (3), 626-634.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvarinen, A.1
  • 21
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvarinen, A., Oja, E., 1997. A fast fixed-point algorithm for independent component analysis. Neural Comput., 9 (7), 1483-1492.
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 23
    • 0001013273 scopus 로고    scopus 로고
    • Wavelet threshold estimators for data with correlated noise
    • Johnstone, I.M., Silverman, B.W., 1997. Wavelet threshold estimators for data with correlated noise. J. Roy. Statist. Soc. B 59, 319-351.
    • (1997) J. Roy. Statist. Soc. B , vol.59 , pp. 319-351
    • Johnstone, I.M.1    Silverman, B.W.2
  • 24
    • 0002934934 scopus 로고
    • On the statistics of best bases criteria
    • Antoniadis, A., Oppenheim, G.(Eds.), Springer, New York
    • Krim, H., Pesquet, J.C., 1995. On the statistics of best bases criteria. In: Antoniadis, A., Oppenheim, G.(Eds.), Wavelets and Statistics. Springer, New York, pp. 193-207.
    • (1995) Wavelets and Statistics , pp. 193-207
    • Krim, H.1    Pesquet, J.C.2
  • 25
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • Lewicki, M.S., Sejnowski, T.J., 2000. Learning overcomplete representations. Neural Comput., 12 (2), 337-365.
    • (2000) Neural Comput. , vol.12 , Issue.2 , pp. 337-365
    • Lewicki, M.S.1    Sejnowski, T.J.2
  • 28
    • 0027842081 scopus 로고
    • Matching pursuit with time frequency dictionaries
    • Mallat, S., Zhang, Z., 1993. Matching pursuit with time frequency dictionaries. IEEE Trans. Signal. Process. 41, 3397-3415.
    • (1993) IEEE Trans. Signal. Process. , vol.41 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 30
    • 0034287159 scopus 로고    scopus 로고
    • Limit theory for the sample autocorrelations and extremes of a GARCH(1,1) process
    • Mikosch, T., Starica, C., 2000. Limit theory for the sample autocorrelations and extremes of a GARCH(1,1) process. Ann. Statist., 28 (5), 1427-1451.
    • (2000) Ann. Statist. , vol.28 , Issue.5 , pp. 1427-1451
    • Mikosch, T.1    Starica, C.2
  • 31
    • 0442325130 scopus 로고    scopus 로고
    • Statistical properties and uses of the wavelet variance estimator for the scale analysis of time series
    • Serroukh, A., Walden, A.T., Percival, D.B., 2000. Statistical properties and uses of the wavelet variance estimator for the scale analysis of time series. J. Amer. Statist. Assoc., 95 (449), 184-196.
    • (2000) J. Amer. Statist. Assoc. , vol.95 , Issue.449 , pp. 184-196
    • Serroukh, A.1    Walden, A.T.2    Percival, D.B.3
  • 32
    • 0034258212 scopus 로고    scopus 로고
    • Non-parametric curve estimation by wavelet thresholding with locally stationary errors
    • von Sachs, R., MacGibbon, B., 2000. Non-parametric curve estimation by wavelet thresholding with locally stationary errors. Scand. J. Statist. 27, 475-499.
    • (2000) Scand. J. Statist. , vol.27 , pp. 475-499
    • von Sachs, R.1    MacGibbon, B.2
  • 33
    • 0000660321 scopus 로고    scopus 로고
    • Blind source separation by sparse decomposition in a signal dictionary
    • Zibulewsky, M., Pearlmutter, B.A., 2001. Blind source separation by sparse decomposition in a signal dictionary. Neural Comput. 13 (4), 863-882.
    • (2001) Neural Comput. , vol.13 , Issue.4 , pp. 863-882
    • Zibulewsky, M.1    Pearlmutter, B.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.