Emilio Carrizosa

128 papers A* 1C 3Journal 122Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A unified approach to extract interpretable rules from tree ensembles via Integer Programming.
Comput. Oper. Res.
Lorenzo Bonasera, Emilio Carrizosa
2026 J jnl
On contextual inverse multiobjective problems.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Nuria Gómez-Vargas
2026 J jnl
Soft decision trees for survival analysis.
Eur. J. Oper. Res.
Antonio Consolo, Edoardo Amaldi, Emilio Carrizosa
2026 J jnl
Wasserstein support vector machine: Support vector machines made fair.
Eur. J. Oper. Res.
Emilio Carrizosa, Thomas Halskov, Dolores Romero Morales
2025 J jnl
Counterfactual optimization for fault prevention in complex wind energy systems.
CoRR
Emilio Carrizosa, Martina Fischetti, Roshell Haaker, Juan Miguel Morales
2025 J jnl
On enhancing the explainability and fairness of tree ensembles.
Eur. J. Oper. Res.
Emilio Carrizosa, Kseniia Kurishchenko, Dolores Romero Morales
2025 J jnl
Soft decision trees for survival analysis.
CoRR
Antonio Consolo, Edoardo Amaldi, Emilio Carrizosa
2024 J jnl
A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming.
CoRR
Lorenzo Bonasera, Emilio Carrizosa
2024 J jnl
A binarization approach to model interactions between categorical predictors in Generalized Linear Models.
Appl. Intell.
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
2024 J jnl
A new model for counterfactual analysis for functional data.
Adv. Data Anal. Classif.
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
2024 J jnl
Cost-sensitive Feature Selection for Support Vector Machines.
CoRR
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2024 J jnl
Cost-sensitive probabilistic predictions for support vector machines.
Eur. J. Oper. Res.
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2024 J jnl
Generating collective counterfactual explanations in score-based classification via mathematical optimization.
Expert Syst. Appl.
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
2024 J jnl
Mathematical optimization modelling for group counterfactual explanations.
Eur. J. Oper. Res.
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
2024 — conf
Nearest Neighbors Counterfactuals.
LOD (1)
Marica Magagnini, Emilio Carrizosa, Renato De Leone
2024 J jnl
Variable selection for Naïve Bayes classification.
CoRR
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
2023 J jnl
Cost-sensitive probabilistic predictions for support vector machines.
CoRR
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2023 J jnl
Generating collective counterfactual explanations in score-based classification via mathematical optimization.
CoRR
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
2023 J jnl
On clustering and interpreting with rules by means of mathematical optimization.
Comput. Oper. Res.
Emilio Carrizosa, Kseniia Kurishchenko, Alfredo Marín, Dolores Romero Morales
2023 J jnl
On mathematical optimization for clustering categories in contingency tables.
Adv. Data Anal. Classif.
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
2023 J jnl
On optimal regression trees to detect critical intervals for multivariate functional data.
Comput. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2023 J jnl
On support vector machines under a multiple-cost scenario.
CoRR
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2023 J jnl
Solving the 1-median problem on a network with continuous demand and demand surplus.
Comput. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Kristóf Kovács
2022 J jnl
Constrained Naïve Bayes with application to unbalanced data classification.
Central Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
2022 J jnl
On sparse optimal regression trees.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2022 J jnl
The tree based linear regression model for hierarchical categorical variables.
Expert Syst. Appl.
Emilio Carrizosa, Laust Hvas Mortensen, Dolores Romero Morales, M. Remedios Sillero-Denamiel
2021 J jnl
A cost-sensitive constrained Lasso.
Adv. Data Anal. Classif.
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
2021 J jnl
An interval branch and bound method for global Robust optimization.
J. Glob. Optim.
Emilio Carrizosa, Frédéric Messine
2021 J jnl
Analysis of an aggregate loss model in a Markov renewal regime.
Appl. Math. Comput.
Pepa Ramírez-Cobo, Emilio Carrizosa, Rosa E. Lillo
2021 J jnl
On Clustering Categories of Categorical Predictors in Generalized Linear Models.
CoRR
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
2021 J jnl
On clustering categories of categorical predictors in generalized linear models.
Expert Syst. Appl.
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
2021 J jnl
On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19.
Eur. J. Oper. Res.
Sandra Benítez-Peña, Emilio Carrizosa, Vanesa Guerrero, María-Dolores Jiménez-Gamero, Belén Martín-Barragán, Cristina Molero-Río, Pepa Ramírez-Cobo, Dolores Romero Morales, M. Remedios Sillero-Denamiel
2021 J jnl
Optimal randomized classification trees.
Comput. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2021 J jnl
Optimal randomized classification trees.
CoRR
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2021 J jnl
Variable selection for Naïve Bayes classification.
Comput. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
2020 J jnl
Embedding the production policy in location-allocation decisions.
4OR
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
2020 J jnl
Selection of time instants and intervals with Support Vector Regression for multivariate functional data.
Comput. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
2020 J jnl
Sparsity in Optimal Randomized Classification Trees.
CoRR
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2020 J jnl
Sparsity in optimal randomized classification trees.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
2020 J jnl
Spotting Key Members in Networks: Clustering-Embedded Eigenvector Centrality.
IEEE Syst. J.
Emilio Carrizosa, Alfredo Marín, Mercedes Pelegrín
2019 J jnl
Cost-sensitive Feature Selection for Support Vector Machines.
Comput. Oper. Res.
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2019 J jnl
Functional-bandwidth kernel for Support Vector Machine with Functional Data: An alternating optimization algorithm.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
2019 J jnl
On support vector machines under a multiple-cost scenario.
Adv. Data Anal. Classif.
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
2019 J jnl
Variable selection in classification for multivariate functional data.
Inf. Sci.
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
2018 J jnl
On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization.
Big Data
Emilio Carrizosa, Vanesa Guerrero, Daniel Hardt, Dolores Romero Morales
2018 J jnl
On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps.
Eur. J. Oper. Res.
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
2018 J jnl
Visualizing data as objects by DC (difference of convex) optimization.
Math. Program.
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
2017 J jnl
A biobjective approach to recoverable robustness based on location planning.
Eur. J. Oper. Res.
Emilio Carrizosa, Marc Goerigk, Anita Schöbel
2017 J jnl
Solving multifacility Huff location models on networks using metaheuristic and exact approaches.
Comput. Oper. Res.
Sanja Grohmann, Dragan Urosevic, Emilio Carrizosa, Nenad Mladenovic
2017 J jnl
Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach.
Comput. Oper. Res.
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
2016 J jnl
A global optimization method for model selection in chemical reactions networks.
Comput. Chem. Eng.
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, José Francisco Rodríguez
2016 J jnl
Minimizing the passengers' traveling time in the stop location problem.
J. Oper. Res. Soc.
Emilio Carrizosa, Jonas Harbering, Anita Schöbel
2016 J jnl
Robust newsvendor problem with autoregressive demand.
Comput. Oper. Res.
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
2016 J jnl
Strongly agree or strongly disagree?: Rating features in Support Vector Machines.
Inf. Sci.
Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales
2016 J jnl
p-facility Huff location problem on networks.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Amaya Nogales-Gómez
2015 J jnl
A heuristic method for simultaneous tower and pattern-free field optimization on solar power systems.
Comput. Oper. Res.
Emilio Carrizosa, Carmen-Ana Domínguez-Bravo, Enrique Fernández-Cara, Manuel Quero
2015 J jnl
Kernel Penalized K-means: A feature selection method based on Kernel K-means.
Inf. Sci.
Sebastián Maldonado, Emilio Carrizosa, Richard Weber
2015 J jnl
New heuristic for harmonic means clustering.
J. Glob. Optim.
Emilio Carrizosa, Abdulrahman Alguwaizani, Pierre Hansen, Nenad Mladenovic
2015 J jnl
Threshold robustness in discrete facility location problems: a bi-objective approach.
Optim. Lett.
Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev
2014 J jnl
A global optimisation approach for parameter estimation of a mixture of double Pareto lognormal and lognormal distributions.
Comput. Oper. Res.
Emilio Carrizosa, Jelena Jockovic, Pepa Ramírez-Cobo
2014 J jnl
A local search heuristic for the (r|p)-centroid problem in the plane.
Comput. Oper. Res.
Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa
2014 J jnl
A nested heuristic for parameter tuning in Support Vector Machines.
Comput. Oper. Res.
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
2014 J jnl
Biobjective sparse principal component analysis.
J. Multivar. Anal.
Emilio Carrizosa, Vanesa Guerrero
2014 J jnl
Heuristic approaches for support vector machines with the ramp loss.
Optim. Lett.
Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales
2014 J jnl
Linear separation and approximation by minimizing the sum of concave functions of distances.
4OR
Frank Plastria, Emilio Carrizosa
2014 J jnl
Multi-instance classification through spherical separation and VNS.
Comput. Oper. Res.
Frank Plastria, Emilio Carrizosa, José Gordillo
2014 J jnl
Single-facility huff location problems on networks.
Ann. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Amaya Nogales-Gómez, Frank Plastria
2014 C conf
Vulnerability Assessment of Spatial Networks: Models and Solutions.
ISCO
Eduardo Álvarez-Miranda, Alfredo Candia-Véjar, Emilio Carrizosa, Francisco Pérez-Galarce
2014 J jnl
rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS.
Comput. Oper. Res.
Emilio Carrizosa, Vanesa Guerrero
2013 J jnl
Locating a semi-obnoxious covering facility with repelling polygonal regions.
Discret. Appl. Math.
Frank Plastria, José Gordillo, Emilio Carrizosa
2013 J jnl
Solving the median problem with continuous demand on a network.
Comput. Optim. Appl.
Rafael Blanquero, Emilio Carrizosa
2013 J jnl
Supervised classification and mathematical optimization.
Comput. Oper. Res.
Emilio Carrizosa, Dolores Romero Morales
2013 C conf
The Stop Location Problem with Realistic Traveling Time.
ATMOS
Emilio Carrizosa, Jonas Harbering, Anita Schöbel
2013 J jnl
Time series interpolation via global optimization of moments fitting.
Eur. J. Oper. Res.
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
2013 J jnl
Variable neighborhood search for minimum sum-of-squares clustering on networks.
Eur. J. Oper. Res.
Emilio Carrizosa, Nenad Mladenovic, Raca Todosijevic
2012 J jnl
A Note on the Dependence Structure of the Two-State Markovian Arrival Process.
J. Appl. Probab.
Pepa Ramírez-Cobo, Emilio Carrizosa
2012 J jnl
A computational study of a nonlinear minsum facility location problem.
Comput. Oper. Res.
Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev
2012 J jnl
Gaussian variable neighborhood search for continuous optimization.
Comput. Oper. Res.
Emilio Carrizosa, Milan Drazic, Zorica Drazic, Nenad Mladenovic
2012 J jnl
Minmax-distance approximation and separation problems: geometrical properties.
Math. Program.
Frank Plastria, Emilio Carrizosa
2012 J jnl
On approximate Monetary Unit Sampling.
Eur. J. Oper. Res.
Emilio Carrizosa
2012 J jnl
Solving Multifacility Huff Location Models on Networks Using Variable Neighborhood Search and Multi-Start Local Search Metaheuristics.
Electron. Notes Discret. Math.
Sanja Roksandic, Emilio Carrizosa, Dragan Urosevic, Nenad Mladenovic
2012 J jnl
VNS heuristic for the (r|p)-centroid problem on the plane.
Electron. Notes Discret. Math.
Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa
2011 J jnl
A global optimization procedure for the location of a median line in the three-dimensional space.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Anita Schöbel, Daniel Scholz
2011 — conf
A new alternating heuristic for the (r | p)-centroid problem on the plane.
OR
Emilio Carrizosa, Ivan A. Davydov, Yury Kochetov
2011 J jnl
Detecting relevant variables and interactions in supervised classification.
Eur. J. Oper. Res.
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
2011 J jnl
Locating a competitive facility in the plane with a robustness criterion.
Eur. J. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Eligius M. T. Hendrix
2011 J jnl
Maximizing upgrading and downgrading margins for ordinal regression.
Math. Methods Oper. Res.
Emilio Carrizosa, Belen Martin-Barragan
2011 J jnl
On minimax-regret Huff location models.
Comput. Oper. Res.
Lenys Bello, Rafael Blanquero, Emilio Carrizosa
2010 J jnl
Alternating local search based VNS for linear classification.
Ann. Oper. Res.
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
2010 J jnl
Binarized Support Vector Machines.
INFORMS J. Comput.
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
2010 J jnl
On the norm of a dc function.
J. Glob. Optim.
Rafael Blanquero, Emilio Carrizosa
2010 J jnl
Unequal probability sampling from a finite population: A multicriteria approach.
Eur. J. Oper. Res.
Emilio Carrizosa
2009 J jnl
Continuous location problems and Big Triangle Small Triangle: constructing better bounds.
J. Glob. Optim.
Rafael Blanquero, Emilio Carrizosa
2009 J jnl
Locating Objects in the Plane Using Global Optimization Techniques.
Math. Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Pierre Hansen
2008 C conf
Dimensionality Reduction for Classification.
ADMA
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
2008 J jnl
Multi-group support vector machines with measurement costs: A biobjective approach.
Discret. Appl. Math.
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
2008 J jnl
Optimal Expected-Distance Separating Halfspace.
Math. Oper. Res.
Emilio Carrizosa, Frank Plastria
2007 J jnl
A biobjective method for sample allocation in stratified sampling.
Eur. J. Oper. Res.
Emilio Carrizosa, Dolores Romero Morales
2007 J jnl
An exact global optimization method for deriving weights from pairwise comparison matrices.
J. Glob. Optim.
Emilio Carrizosa, Frédéric Messine
2007 J jnl
On the Selection of the Globally Optimal Prototype Subset for Nearest-Neighbor Classification.
INFORMS J. Comput.
Emilio Carrizosa, Belen Martin-Barragan, Frank Plastria, Dolores Romero Morales
2006 J jnl
Inferring Efficient Weights from Pairwise Comparison Matrices.
Math. Methods Oper. Res.
Rafael Blanquero, Emilio Carrizosa, Eduardo Conde
2006 J jnl
Two-group classification via a biobjective margin maximization model.
Eur. J. Oper. Res.
Emilio Carrizosa, Belen Martin-Barragan
2004 A* conf
A Biobjective Model to Select Features with Good Classification Quality and Low Cost.
ICDM
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
2004 J jnl
An Exact Method for Fractional Goal Programming.
J. Glob. Optim.
Charles Audet, Emilio Carrizosa, Pierre Hansen
2004 J jnl
Improving Interval Analysis Bounds by Translations.
J. Glob. Optim.
Emilio Carrizosa, Pierre Hansen, Frédéric Messine
2004 J jnl
Optimal location and design of a competitive facility.
Math. Program.
Frank Plastria, Emilio Carrizosa
2003 J jnl
Robust facility location.
Math. Methods Oper. Res.
Emilio Carrizosa, Stefan Nickel
2002 J jnl
A D.C. biobjective location model.
J. Glob. Optim.
Rafael Blanquero, Emilio Carrizosa
2002 J jnl
A fractional model for locating semi-desirable facilities on networks.
Eur. J. Oper. Res.
Emilio Carrizosa, Eduardo Conde
2002 J jnl
Generalized Goal Programming: polynomial methods and applications.
Math. Program.
Emilio Carrizosa, Jörg Fliege
2002 J jnl
Optimal Positioning of a Mobile Service Unit on a Line.
Ann. Oper. Res.
Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto
2001 J jnl
An optimal bound for d.c. programs with convex constraints.
Math. Methods Oper. Res.
Emilio Carrizosa
2001 J jnl
Combining Minsum And Minmax: A Goal Programming Approach.
Oper. Res.
Emilio Carrizosa, Dolores Romero Morales
2001 J jnl
Finding GM-estimators with global optimization techniques.
J. Glob. Optim.
Rafael Blanquero, Emilio Carrizosa, Eduardo Conde
2001 J jnl
Finding the principal points of a random variable.
RAIRO Oper. Res.
Emilio Carrizosa, Eduardo Conde, Antonia Castaño, Dolores Romero Morales
2000 J jnl
Dominators for Multiple-objective Quasiconvex Maximization Problems.
J. Glob. Optim.
Emilio Carrizosa, Frank Plastria
2000 J jnl
On Covering Methods for D.C. Optimization.
J. Glob. Optim.
Rafael Blanquero, Emilio Carrizosa
2000 J jnl
Solving Nonconvex Planar Location Problems by Finite Dominating Sets.
J. Glob. Optim.
Emilio Carrizosa, Horst W. Hamacher, Rolf Klein, Stefan Nickel
1999 J jnl
Undesirable facility location with minimal covering objectives.
Eur. J. Oper. Res.
Frank Plastria, Emilio Carrizosa
1998 J jnl
A Note on the Optimal Positioning of Service Units.
Oper. Res.
Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto
1998 J jnl
Locating an Undesirable Facility by Generalized Cutting Planes.
Math. Oper. Res.
Emilio Carrizosa, Frank Plastria
1998 J jnl
Location and shape of a rectangular facility in Real
Math. Program.
Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto
1997 J jnl
Simpson Points in Planar Problems with Locational Constraints. The Polyhedral-Gauge Case.
Math. Oper. Res.
Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto
1997 J jnl
Simpson Points in Planar Problems with Locational Constraints. The Round-Norm Case.
Math. Oper. Res.
Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto
1996 J jnl
A characterization of efficient points in constrained location problems with regional demand.
Oper. Res. Lett.
Emilio Carrizosa, Frank Plastria
1995 J jnl
On minquantile and maxcovering optimisation.
Math. Program.
Emilio Carrizosa, Frank Plastria
1995 J jnl
Planar point-objective location problems with nonconvex constraints: A geometrical construction.
J. Glob. Optim.
Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto
1993 J jnl
Efficiency in Euclidean constrained location problems.
Oper. Res. Lett.
Emilio Carrizosa, Eduardo Conde, Francisco R. Fernández, Justo Puerto