R. A. Devore-acta-numerica and U. K. Cambridge, Nonlinear approximation, pp.51-150, 1998.

R. Coifman and M. V. Wickerhauser, Entropy-based algorithms for best basis selection, IEEE Transactions on Information Theory, vol.38, issue.2, pp.713-718, 1992.
DOI : 10.1109/18.119732

J. M. Shapiro, Embedded image coding using zerotrees of wavelet coefficients, IEEE Transactions on Signal Processing, vol.41, issue.12, pp.3445-3462, 1993.
DOI : 10.1109/78.258085

R. A. Devore, B. Jawerth, and V. Popov, Compression of Wavelet Decompositions, American Journal of Mathematics, vol.114, issue.4, pp.737-785, 1992.
DOI : 10.2307/2374796

D. L. Donoho and I. M. Johnstone, Ideal denoising in an orthonormal basis chosen from a library of bases, C. R. Acad. Sci. Paris Ser. I, vol.319, pp.1317-1322, 1994.

J. H. Friedman and J. W. Tukey, A Projection Pursuit Algorithm for Exploratory Data Analysis, IEEE Transactions on Computers, vol.23, issue.9, pp.881-889, 1974.
DOI : 10.1109/T-C.1974.224051

L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone, Classification and Regression Trees, 1984.

R. A. Fisher, Design of Experiments, BMJ, vol.1, issue.3923, 1937.
DOI : 10.1136/bmj.1.3923.554-a

K. S. Fu, Sequential Methods in Pattern Recognition and Machine Learning, of Mathematics in Science and Engineering, 1968.

K. Fukunaga, Introduction to Statistical Pattern Recognition, Electrical Science, 1972.

G. Mclachlan, Discriminant Analysis and Statistical Pattern Recognition, 1992.
DOI : 10.1002/0471725293

R. Duda and P. Hart, Pattern Recognition and Scene Analysis, 1973.

A. Hyvärinen and E. Oja, Independent component analysis: algorithms and applications, Neural Networks, vol.13, issue.4-5, pp.411-430, 2000.
DOI : 10.1016/S0893-6080(00)00026-5

D. J. Field and B. A. Olshausen, Emergence of simple-cell receptive field properties by learning a sparse code for natural images, Nature, vol.381, pp.607-609, 1996.

N. Saito and R. R. Coifman, Local discriminant bases and their applications, Journal of Mathematical Imaging and Vision, vol.49, issue.4, pp.337-358, 1995.
DOI : 10.1007/BF01250288

N. Saito, Least statistically-dependent basis and its application to image modeling, Wavelet Applications in Signal and Image Processing of Proc. SPIE, pp.24-37, 1998.

B. Liu and S. Ling, On the selection of informative wavelets for machinery diagnosis, Mechanical Systems and Signal Processing, vol.13, issue.1, pp.145-162, 1999.
DOI : 10.1006/mssp.1998.0177

S. Mallat and Z. Zhang, Matching pursuits with time-frequency dictionaries, IEEE Transactions on Signal Processing, vol.41, issue.12, pp.3397-3415, 1993.
DOI : 10.1109/78.258082

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.335.5769

T. M. Cover and J. A. Thomas, Elements of Information Theory, 1991.

P. J. Phillips, Matching pursuit filters applied to face identification, IEEE Transactions on Image Processing, vol.7, issue.8, pp.1150-1164, 1998.
DOI : 10.1109/83.704308

URL : http://www.dtic.mil/get-tr-doc/pdf?AD=ADA355718

Q. Jiang, S. S. Goh, and Z. Lin, Local discriminant time-frequency atoms for signal classification, Signal Processing, vol.72, issue.1, pp.47-52, 1999.
DOI : 10.1016/S0165-1684(98)00164-9

A. Wald, Sequential Tests of Statistical Hypotheses, The Annals of Mathematical Statistics, vol.16, issue.2, pp.117-186, 1945.
DOI : 10.1214/aoms/1177731118

F. Esposito, D. Malerba, and G. Semeraro, A comparative analysis of methods for pruning decision trees, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.5, pp.476-491, 1997.
DOI : 10.1109/34.589207

D. Geman and B. Jedynak, An active testing model for tracking roads in satellite images, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.1, pp.1-14, 1996.
DOI : 10.1109/34.476006

URL : https://hal.archives-ouvertes.fr/inria-00073935

C. Li, Classification by active testing with applications to imaging and change detection, Fundamentals of Statistical Signal Processing: Estimation Theory, Signal Processing, 1993.

Y. C. Pati, R. Rezaiifar, and P. S. Krishnaprasad, Orthonormal matching pursuit: Recursive function approximation with applications to wavelet decomposition, Proc. 27th Annu. Asilomar Conf. Signals, Systems Computers, 1993.
DOI : 10.1109/acssc.1993.342465

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.348.5735

L. Benaroya and F. Bimbot, Wiener-based source separation with HMM/GMM using a single sensor, Proc. 4th Int. Symp. Independent Component Analysis Blind Signal Separation (ICA'03), 2003.