Emilio Carrizosa

According to our database, Emilio Carrizosa authored at least 112 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A new model for counterfactual analysis for functional data.

Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales

Adv. Data Anal. Classif., December, 2024

A binarization approach to model interactions between categorical predictors in Generalized Linear Models.

Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales

Appl. Intell., September, 2024

Cost-sensitive probabilistic predictions for support vector machines.

Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo

Eur. J. Oper. Res., April, 2024

Generating collective counterfactual explanations in score-based classification via mathematical optimization.

Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales

Expert Syst. Appl., March, 2024

Mathematical optimization modelling for group counterfactual explanations.

Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales

Eur. J. Oper. Res., 2024

A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming.

Lorenzo Bonasera, Emilio Carrizosa

CoRR, 2024

2023

Solving the 1-median problem on a network with continuous demand and demand surplus.

Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Kristóf Kovács

Comput. Oper. Res., December, 2023

On clustering and interpreting with rules by means of mathematical optimization.

Emilio Carrizosa, Kseniia Kurishchenko, Alfredo Marín, Dolores Romero Morales

Comput. Oper. Res., June, 2023

On mathematical optimization for clustering categories in contingency tables.

Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales

Adv. Data Anal. Classif., June, 2023

On optimal regression trees to detect critical intervals for multivariate functional data.

Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales

Comput. Oper. Res., April, 2023

2022

The tree based linear regression model for hierarchical categorical variables.

Emilio Carrizosa, Laust Hvas Mortensen, Dolores Romero Morales, M. Remedios Sillero-Denamiel

Expert Syst. Appl., 2022

On sparse optimal regression trees.

Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales

Eur. J. Oper. Res., 2022

Constrained Naïve Bayes with application to unbalanced data classification.

Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

Central Eur. J. Oper. Res., 2022

2021

An interval branch and bound method for global Robust optimization.

Emilio Carrizosa, Frédéric Messine

J. Glob. Optim., 2021

On clustering categories of categorical predictors in generalized linear models.

Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales

Expert Syst. Appl., 2021

On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19.

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

Eur. J. Oper. Res., 2021

Variable selection for Naïve Bayes classification.

Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

Comput. Oper. Res., 2021

Optimal randomized classification trees.

Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales

Comput. Oper. Res., 2021

Analysis of an aggregate loss model in a Markov renewal regime.

Pepa Ramírez-Cobo, Emilio Carrizosa, Rosa E. Lillo

Appl. Math. Comput., 2021

A cost-sensitive constrained Lasso.

Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

Adv. Data Anal. Classif., 2021

2020

Spotting Key Members in Networks: Clustering-Embedded Eigenvector Centrality.

Emilio Carrizosa, Alfredo Marín, Mercedes Pelegrín

IEEE Syst. J., 2020

Sparsity in optimal randomized classification trees.

Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales

Eur. J. Oper. Res., 2020

Selection of time instants and intervals with Support Vector Regression for multivariate functional data.

Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán

Comput. Oper. Res., 2020

Embedding the production policy in location-allocation decisions.

Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo

4OR, 2020

2019

Variable selection in classification for multivariate functional data.

Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán

Inf. Sci., 2019

Functional-bandwidth kernel for Support Vector Machine with Functional Data: An alternating optimization algorithm.

Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán

Eur. J. Oper. Res., 2019

Cost-sensitive Feature Selection for Support Vector Machines.

Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo

Comput. Oper. Res., 2019

On support vector machines under a multiple-cost scenario.

Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo

Adv. Data Anal. Classif., 2019

2018

Visualizing data as objects by DC (difference of convex) optimization.

Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales

Math. Program., 2018

On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps.

Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales

Eur. J. Oper. Res., 2018

On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization.

Emilio Carrizosa, Vanesa Guerrero, Daniel Hardt, Dolores Romero Morales

Big Data, 2018

2017

A biobjective approach to recoverable robustness based on location planning.

Emilio Carrizosa, Marc Goerigk, Anita Schöbel

Eur. J. Oper. Res., 2017

Solving multifacility Huff location models on networks using metaheuristic and exact approaches.

Sanja Grohmann, Dragan Urosevic, Emilio Carrizosa, Nenad Mladenovic

Comput. Oper. Res., 2017

Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach.

Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales

Comput. Oper. Res., 2017

2016

Minimizing the passengers' traveling time in the stop location problem.

Emilio Carrizosa, Jonas Harbering, Anita Schöbel

J. Oper. Res. Soc., 2016

Strongly agree or strongly disagree?: Rating features in Support Vector Machines.

Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales

Inf. Sci., 2016

p-facility Huff location problem on networks.

Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Amaya Nogales-Gómez

Eur. J. Oper. Res., 2016

Robust newsvendor problem with autoregressive demand.

Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo

Comput. Oper. Res., 2016

A global optimization method for model selection in chemical reactions networks.

Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, José Francisco Rodríguez

Comput. Chem. Eng., 2016

2015

Threshold robustness in discrete facility location problems: a bi-objective approach.

Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev

Optim. Lett., 2015

New heuristic for harmonic means clustering.

Emilio Carrizosa, Abdulrahman Alguwaizani, Pierre Hansen, Nenad Mladenovic

J. Glob. Optim., 2015

Kernel Penalized K-means: A feature selection method based on Kernel K-means.

Sebastián Maldonado, Emilio Carrizosa, Richard Weber

Inf. Sci., 2015

A heuristic method for simultaneous tower and pattern-free field optimization on solar power systems.

Emilio Carrizosa, Carmen-Ana Domínguez-Bravo, Enrique Fernández-Cara, Manuel Quero

Comput. Oper. Res., 2015

2014

Heuristic approaches for support vector machines with the ramp loss.

Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales

Optim. Lett., 2014

Biobjective sparse principal component analysis.

Emilio Carrizosa, Vanesa Guerrero

J. Multivar. Anal., 2014

Multi-instance classification through spherical separation and VNS.

Frank Plastria, Emilio Carrizosa, José Gordillo

Comput. Oper. Res., 2014

A local search heuristic for the (r|p)-centroid problem in the plane.

Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa

Comput. Oper. Res., 2014

A nested heuristic for parameter tuning in Support Vector Machines.

Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales

Comput. Oper. Res., 2014

A global optimisation approach for parameter estimation of a mixture of double Pareto lognormal and lognormal distributions.

Emilio Carrizosa, Jelena Jockovic, Pepa Ramírez-Cobo

Comput. Oper. Res., 2014

rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS.

Emilio Carrizosa, Vanesa Guerrero

Comput. Oper. Res., 2014

Single-facility huff location problems on networks.

Rafael Blanquero, Emilio Carrizosa, Amaya Nogales-Gómez, Frank Plastria

Ann. Oper. Res., 2014

Linear separation and approximation by minimizing the sum of concave functions of distances.

Frank Plastria, Emilio Carrizosa

4OR, 2014

Vulnerability Assessment of Spatial Networks: Models and Solutions.

Eduardo Álvarez-Miranda, Alfredo Candia-Véjar, Emilio Carrizosa, Francisco Pérez-Galarce

Proceedings of the Combinatorial Optimization - Third International Symposium, 2014

2013

Time series interpolation via global optimization of moments fitting.

Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo

Eur. J. Oper. Res., 2013

Variable neighborhood search for minimum sum-of-squares clustering on networks.

Emilio Carrizosa, Nenad Mladenovic, Raca Todosijevic

Eur. J. Oper. Res., 2013

Locating a semi-obnoxious covering facility with repelling polygonal regions.

Frank Plastria, José Gordillo, Emilio Carrizosa

Discret. Appl. Math., 2013

Supervised classification and mathematical optimization.

Emilio Carrizosa, Dolores Romero Morales

Comput. Oper. Res., 2013

Solving the median problem with continuous demand on a network.

Rafael Blanquero, Emilio Carrizosa

Comput. Optim. Appl., 2013

The Stop Location Problem with Realistic Traveling Time.

Emilio Carrizosa, Jonas Harbering, Anita Schöbel

Proceedings of the 13th Workshop on Algorithmic Approaches for Transportation Modelling, 2013

2012

Minmax-distance approximation and separation problems: geometrical properties.

Frank Plastria, Emilio Carrizosa

Math. Program., 2012

A Note on the Dependence Structure of the Two-State Markovian Arrival Process.

Pepa Ramírez-Cobo, Emilio Carrizosa

J. Appl. Probab., 2012

On approximate Monetary Unit Sampling.

Emilio Carrizosa

Eur. J. Oper. Res., 2012

Solving Multifacility Huff Location Models on Networks Using Variable Neighborhood Search and Multi-Start Local Search Metaheuristics.

Sanja Roksandic, Emilio Carrizosa, Dragan Urosevic, Nenad Mladenovic

Electron. Notes Discret. Math., 2012

VNS heuristic for the (r|p)-centroid problem on the plane.

Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa

Electron. Notes Discret. Math., 2012

A computational study of a nonlinear minsum facility location problem.

Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev

Comput. Oper. Res., 2012

Gaussian variable neighborhood search for continuous optimization.

Emilio Carrizosa, Milan Drazic, Zorica Drazic, Nenad Mladenovic

Comput. Oper. Res., 2012

2011

Maximizing upgrading and downgrading margins for ordinal regression.

Emilio Carrizosa, Belen Martin-Barragan

Math. Methods Oper. Res., 2011

Detecting relevant variables and interactions in supervised classification.

Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales

Eur. J. Oper. Res., 2011

A global optimization procedure for the location of a median line in the three-dimensional space.

Rafael Blanquero, Emilio Carrizosa, Anita Schöbel, Daniel Scholz

Eur. J. Oper. Res., 2011

Locating a competitive facility in the plane with a robustness criterion.

Rafael Blanquero, Emilio Carrizosa, Eligius M. T. Hendrix

Eur. J. Oper. Res., 2011

On minimax-regret Huff location models.

Lenys Bello, Rafael Blanquero, Emilio Carrizosa

Comput. Oper. Res., 2011

A new alternating heuristic for the (r | p)-centroid problem on the plane.

Emilio Carrizosa, Ivan A. Davydov, Yury Kochetov

Proceedings of the Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30, 2011

2010

On the norm of a dc function.

Rafael Blanquero, Emilio Carrizosa

J. Glob. Optim., 2010

Binarized Support Vector Machines.

Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales

INFORMS J. Comput., 2010

Unequal probability sampling from a finite population: A multicriteria approach.

Emilio Carrizosa

Eur. J. Oper. Res., 2010

Alternating local search based VNS for linear classification.

Frank Plastria, Steven De Bruyne, Emilio Carrizosa

Ann. Oper. Res., 2010

2009

Locating Objects in the Plane Using Global Optimization Techniques.

Rafael Blanquero, Emilio Carrizosa, Pierre Hansen

Math. Oper. Res., 2009

Continuous location problems and Big Triangle Small Triangle: constructing better bounds.

Rafael Blanquero, Emilio Carrizosa

J. Glob. Optim., 2009

2008

Optimal Expected-Distance Separating Halfspace.

Emilio Carrizosa, Frank Plastria

Math. Oper. Res., 2008

Multi-group support vector machines with measurement costs: A biobjective approach.

Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales

Discret. Appl. Math., 2008

Dimensionality Reduction for Classification.

Frank Plastria, Steven De Bruyne, Emilio Carrizosa

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007

An exact global optimization method for deriving weights from pairwise comparison matrices.

Emilio Carrizosa, Frédéric Messine

J. Glob. Optim., 2007

On the Selection of the Globally Optimal Prototype Subset for Nearest-Neighbor Classification.

Emilio Carrizosa, Belen Martin-Barragan, Frank Plastria, Dolores Romero Morales

INFORMS J. Comput., 2007

A biobjective method for sample allocation in stratified sampling.

Emilio Carrizosa, Dolores Romero Morales

Eur. J. Oper. Res., 2007

2006

Inferring Efficient Weights from Pairwise Comparison Matrices.

Rafael Blanquero, Emilio Carrizosa, Eduardo Conde

Math. Methods Oper. Res., 2006

Two-group classification via a biobjective margin maximization model.

Emilio Carrizosa, Belen Martin-Barragan

Eur. J. Oper. Res., 2006

2004

Optimal location and design of a competitive facility.

Frank Plastria, Emilio Carrizosa

Math. Program., 2004

Improving Interval Analysis Bounds by Translations.

Emilio Carrizosa, Pierre Hansen, Frédéric Messine

J. Glob. Optim., 2004

An Exact Method for Fractional Goal Programming.

Charles Audet, Emilio Carrizosa, Pierre Hansen

J. Glob. Optim., 2004

A Biobjective Model to Select Features with Good Classification Quality and Low Cost.

Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Robust facility location.

Emilio Carrizosa, Stefan Nickel

Math. Methods Oper. Res., 2003

2002

Generalized Goal Programming: polynomial methods and applications.

Emilio Carrizosa, Jörg Fliege

Math. Program., 2002

A D.C. biobjective location model.

Rafael Blanquero, Emilio Carrizosa

J. Glob. Optim., 2002

A fractional model for locating semi-desirable facilities on networks.

Emilio Carrizosa, Eduardo Conde

Eur. J. Oper. Res., 2002

Optimal Positioning of a Mobile Service Unit on a Line.

Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto

Ann. Oper. Res., 2002

2001

Finding the principal points of a random variable.

Emilio Carrizosa, Eduardo Conde, Antonia Castaño, Dolores Romero Morales

RAIRO Oper. Res., 2001

An optimal bound for d.c. programs with convex constraints.

Emilio Carrizosa

Math. Methods Oper. Res., 2001

Finding GM-estimators with global optimization techniques.

Rafael Blanquero, Emilio Carrizosa, Eduardo Conde

J. Glob. Optim., 2001

Combining Minsum And Minmax: A Goal Programming Approach.

Emilio Carrizosa, Dolores Romero Morales

Oper. Res., 2001

2000

Dominators for Multiple-objective Quasiconvex Maximization Problems.

Emilio Carrizosa, Frank Plastria

J. Glob. Optim., 2000

Solving Nonconvex Planar Location Problems by Finite Dominating Sets.

Emilio Carrizosa, Horst W. Hamacher, Rolf Klein, Stefan Nickel

J. Glob. Optim., 2000

On Covering Methods for D.C. Optimization.

Rafael Blanquero, Emilio Carrizosa

J. Glob. Optim., 2000

1999

Undesirable facility location with minimal covering objectives.

Frank Plastria, Emilio Carrizosa

Eur. J. Oper. Res., 1999

1998

Location and shape of a rectangular facility in Realⁿ Convexity properties.

Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto

Math. Program., 1998

Locating an Undesirable Facility by Generalized Cutting Planes.

Emilio Carrizosa, Frank Plastria

Math. Oper. Res., 1998

A Note on the Optimal Positioning of Service Units.

Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto

Oper. Res., 1998

1997

Simpson Points in Planar Problems with Locational Constraints. The Polyhedral-Gauge Case.

Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto

Math. Oper. Res., 1997

Simpson Points in Planar Problems with Locational Constraints. The Round-Norm Case.

Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto

Math. Oper. Res., 1997

1996

A characterization of efficient points in constrained location problems with regional demand.

Emilio Carrizosa, Frank Plastria

Oper. Res. Lett., 1996

1995

On minquantile and maxcovering optimisation.

Emilio Carrizosa, Frank Plastria

Math. Program., 1995

Planar point-objective location problems with nonconvex constraints: A geometrical construction.

Emilio Carrizosa, Eduardo Conde, Manuel Muñoz-Márquez, Justo Puerto

J. Glob. Optim., 1995

1993

Efficiency in Euclidean constrained location problems.

Emilio Carrizosa, Eduardo Conde, Francisco R. Fernández, Justo Puerto

Oper. Res. Lett., 1993