A Copula Based ICA Algorithm and Its Application to Time Series Clustering

Author:

Rahmanishamsi Jafar,Dolati Ali,Aghabozorgi Masoudreza R.

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Statistics, Probability and Uncertainty,Psychology (miscellaneous),Mathematics (miscellaneous)

Reference39 articles.

1. AMARI, S.I., CICHOCKI, A., and YANG, H. (1996), “A New Learning Algorithm for Blind Source Separation”, in Advances in Neural Information Processing Systems, 8, eds D.S. Touretzky, M.C. Mozer, and M.E. Hasselmo, Cambridge, MA: MIT Press, pp. 757–763..

2. BACH, F.R., and JORDAN, M.I. (2003), “Kernel Independent Component Analysis”, The Journal of Machine Learning Research, 3, 1–48.

3. BEHBOODIAN, J., DOLATI, A., and ÚBEDA-FLORES, M. (2005), “Measures of Association Based on Average Quadrant Dependence”, Journal of Probability and Statistical Science, 3, 161–173.

4. BELL, A.J., and SEJNOWSKI, T.J. (1995), “An Information-Maximization Approach to Blind Separation and Blind Deconvolution”, Neural Computation, 7, 1129–1159.

5. BOCK, H.H. (2011), “Special Issue on Time Series Clustering”, Advances in Data Analysis and Classification, 5, 247–249.

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