N. Akakpo, Adaptation to anisotropy and inhomogeneity via dyadic piecewise polynomial selection, Mathematical Methods of Statistics, vol.21, issue.1, pp.1-28, 2012.
DOI : 10.3103/S1066530712010012
URL : https://hal.archives-ouvertes.fr/hal-00565918

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

L. Devroye, L. Györfi, and G. Lugosi, A probabilistic theory of pattern recognition, Applications of Mathematics, vol.31, 1996.
DOI : 10.1007/978-1-4612-0711-5

D. L. Donoho, CART and best-ortho-basis : A connection. The Annals of Statistics, pp.1870-1911, 1997.

S. Gey, Risk bounds for CART classifiers under a margin condition, Pattern Recognition, vol.45, issue.9, pp.3523-3534, 2012.
DOI : 10.1016/j.patcog.2012.02.021
URL : https://hal.archives-ouvertes.fr/hal-00362281

S. Gey, M. Huard, and T. , Risk Bounds for Embedded Variable Selection in Classification Trees, IEEE Transactions on Information Theory, vol.60, issue.3, pp.1688-1699, 2012.
DOI : 10.1109/TIT.2014.2298874
URL : https://hal.archives-ouvertes.fr/hal-00613041

S. Gey and E. Nedelec, Model Selection for CART Regression Trees, IEEE Transactions on Information Theory, vol.51, issue.2, pp.658-670, 2005.
DOI : 10.1109/TIT.2004.840903
URL : https://hal.archives-ouvertes.fr/hal-00326549

A. B. Nobel, Analysis of a complexity-based pruning scheme for classification trees, IEEE Transactions on Information Theory, vol.48, issue.8, pp.482362-2368, 2002.
DOI : 10.1109/TIT.2002.800482

V. N. Vapnik and A. Y. Chervonenkis, Theory of uniform convergence of frequencies of events to their probabilities and problems of search for an optimal solution from empirical data, Avtomat. i Telemeh, issue.2, pp.42-53, 1971.

V. N. Vapnik and A. Y. Chervonenkis, Teoriya raspoznavaniya obrazov. Statisticheskie problemy obucheniya. Izdat, 1974.