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Career

· Researcher at ORAILIX (AI and Operational Research), Laboratoire d’Informatique de l’X (LIX), École Polytechnique2024–

Publications (199)

Supervised classification and mathematical optimization
Computers & Operations Research · 2013
154
cited
Mathematical optimization in classification and regression trees
TOP - An Official Journal of the Spanish Society of Statistics and Operations Research · 2021
125
cited
Multi-criteria analysis with partial information about the weighting coefficients
1995
85
cited
Variable selection for Naïve Bayes classification
Computers & Operations Research · 2021
83
cited
Inferring Efficient Weights from Pairwise Comparison Matrices
Math. Methods Oper. Res. · 2006
64
cited
The generalized Weber problem with expected distances
1995
63
cited
Optimal location and design of a competitive facility
Mathematical programming · 2004
62
cited
Optimisation of aiming strategies in Solar Power Tower plants
2017
60
cited
Robust facility location
Math. Methods Oper. Res. · 2003
57
cited
Undesirable facility location with minimal covering objectives
European Journal of Operational Research · 1999
51
cited
Cost-sensitive Feature Selection for Support Vector Machines
Computers & Operations Research · 2019
50
cited
Optimal randomized classification trees
Computers & Operations Research · 2021
50
cited
Gauge Distances and Median Hyperplanes
2001
49
cited
Sparsity in Optimal Randomized Classification Trees
European Journal of Operational Research · 2020
49
cited
Location of Semi-Obnoxious Facilities
2003
48
cited
The Weber problem with regional demand
1998
47
cited
Dominating Sets for Convex Functions with Some Applications
1998
46
cited
A heuristic method for simultaneous tower and pattern-free field optimization on solar power systems
Computers & Operations Research · 2015
45
cited
Binarized Support Vector Machines
INFORMS journal on computing · 2010
45
cited
Robust newsvendor problem with autoregressive demand
Computers & Operations Research · 2016
43
cited
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