G. Desaulniers and J. Desrosiers, Column Generation, 2005.

L. Wolsey, Integer Programming, 1998.

M. Bergner, A. Caprara, A. Ceselli, F. Furini, M. Lübbecke et al., Automatic Dantzig-Wolfe reformulation of mixed integer programs, Mathematical Programming A, vol.149, issue.1-2, pp.391-424, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01504852

. Ibm-cplex-webpage, , 2016.

. Gurobi-webpage, , 2017.

W. Fico-xpress, , 2017.

T. Achterberg, T. Koch, A. Martin, and &. Miplib, Operations Research Letters, vol.34, issue.4, pp.361-372, 2003.

T. Koch, T. Achterberg, E. Andersen, O. Bastert, T. Berthold et al., Mathematical Programming Computation, vol.3, issue.2, pp.103-163, 2010.

G. Gamrath and M. E. Lübbecke, Experiments with a Generic Dantzig-Wolfe Decomposition for Integer Programs, LNCS, vol.6049, pp.239-252, 2010.

T. Achterberg, SCIP: solving constraint integer programs, Mathematical Programming Computation, vol.1, issue.1, pp.1-41, 2009.

J. Wang and T. Ralphs, Computational experience with hypergraph-based methods for automatic decomposition in discrete optimization, LNCS, vol.7874, pp.394-402, 2013.

M. Kruber, M. E. Luebbecke, and A. Parmentier, Learning when to use a decomposition, RWTH technical report, pp.2016-2053, 2016.

F. Vanderbeck and L. Wolsey, Reformulation and decomposition of integer programs, 50 Years of Integer Programming, 1958.
URL : https://hal.archives-ouvertes.fr/inria-00392254

F. Vanderbeck, BaPCod -a generic branch-and-price code, 2017.

T. K. Ralphs and M. V. Galati, DIP -decomposition for integer, 2017.

J. Puchinger, P. J. Stuckey, M. G. Wallace, and S. Brand, Dantzig-Wolfe decomposition and branch-and-price solving in G12, Constraints, vol.16, issue.1, pp.77-99, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01224910

C. Burges, A Tutorial on Support Vector Machines for Pattern Recognition, Data Mining and Knowledge Discovery, vol.2, issue.2, pp.121-167, 1998.

A. J. Smola and B. Scholkopf, A tutorial on support vector regression, Statistics and Computing, vol.14, pp.199-222, 2004.

D. T. Larose and C. D. Larose, Data Mining and Predictive Analytics, 2015.

H. Abdi and L. J. Williams, Principal Component Analysis, Wiley Interdisciplinary Reviews: Computational Statistics, vol.2, issue.4, pp.433-459, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01259094

J. A. Hartigan and M. A. Wong, Algorithm AS 136: A K-Means Clustering Algorithm, Journal of the Royal Statistical Society. Series C, vol.28, issue.1, pp.100-108, 1979.

S. Basso and A. Ceselli, Asynchronous Column Generation, Proceedings of the Ninteenth Workshop on Algorithm Engineering and Experiments (ALENEX), pp.197-206, 2017.

J. P. Brooks and E. K. Lee, Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model, Annals of Operations Research, vol.174, issue.1, pp.147-168, 2010.

E. B. Khalil, Machine Learning for Integer Programming, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016.

F. Hutter, L. Xu, H. H. Hoos, and K. Leyton-brown, Algorithm runtime prediction: Methods & evaluation, Artificial Intelligence, vol.206, issue.1, pp.79-111, 2014.

A. Schrijver, Theory of Linear and Integer Programming, 1998.

. R-core-team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, 2016.

. Initially, further base optimization instances (macrophage, harp2, opt1217) were considered but they were discarded during preprocessing operations