Efficiency in Euclidean constrained location problems. - Emilio Carrizosa; Eduardo Conde; Francisco R. Fernández; Justo Puerto (Oper. Res. Lett., 1993)

Planar point-objective location problems with nonconvex constraints: A geometrical construction. - Emilio Carrizosa; Eduardo Conde; Manuel Muñoz-Márquez; Justo Puerto (J. Glob. Optim., 1995)

On minquantile and maxcovering optimisation. - Emilio Carrizosa; Frank Plastria (Math. Program., 1995)

A characterization of efficient points in constrained location problems with regional demand. - Emilio Carrizosa; Frank Plastria (Oper. Res. Lett., 1996)

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)

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)

A Note on the Optimal Positioning of Service Units. - Emilio Carrizosa; M. Muñoz-Márquez; Justo Puerto (Oper. Res., 1998)

Locating an Undesirable Facility by Generalized Cutting Planes. - Emilio Carrizosa; Frank Plastria (Math. Oper. Res., 1998)

Location and shape of a rectangular facility in Realn Convexity properties. - Emilio Carrizosa; M. Muñoz-Márquez; Justo Puerto (Math. Program., 1998)

Undesirable facility location with minimal covering objectives. - Frank Plastria; Emilio Carrizosa (Eur. J. Oper. Res., 1999)

On Covering Methods for D.C. Optimization. - Rafael Blanquero; Emilio Carrizosa (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)

Dominators for Multiple-objective Quasiconvex Maximization Problems. - Emilio Carrizosa; Frank Plastria (J. Glob. Optim., 2000)

Combining Minsum And Minmax: A Goal Programming Approach. - Emilio Carrizosa; Dolores Romero Morales (Oper. Res., 2001)

Finding GM-estimators with global optimization techniques. - Rafael Blanquero; Emilio Carrizosa; Eduardo Conde (J. Glob. Optim., 2001)

An optimal bound for d.c. programs with convex constraints. - Emilio Carrizosa (Math. Methods Oper. Res., 2001)

Finding the principal points of a random variable. - Emilio Carrizosa; Eduardo Conde; Antonia Castaño; Dolores Romero Morales (RAIRO Oper. Res., 2001)

Optimal Positioning of a Mobile Service Unit on a Line. - Emilio Carrizosa; M. Muñoz-Márquez; Justo Puerto (Ann. Oper. Res., 2002)

A fractional model for locating semi-desirable facilities on networks. - Emilio Carrizosa; Eduardo Conde (Eur. J. Oper. Res., 2002)

A D.C. biobjective location model. - Rafael Blanquero; Emilio Carrizosa (J. Glob. Optim., 2002)

Generalized Goal Programming: polynomial methods and applications. - Emilio Carrizosa; Jörg Fliege (Math. Program., 2002)

Robust facility location. - Emilio Carrizosa; Stefan Nickel (Math. Methods Oper. Res., 2003)

A Biobjective Model to Select Features with Good Classification Quality and Low Cost. - Emilio Carrizosa; Belen Martin-Barragan; Dolores Romero Morales (ICDM, 2004)

An Exact Method for Fractional Goal Programming. - Charles Audet; Emilio Carrizosa; Pierre Hansen (J. Glob. Optim., 2004)

Improving Interval Analysis Bounds by Translations. - Emilio Carrizosa; Pierre Hansen; Frédéric Messine (J. Glob. Optim., 2004)

Optimal location and design of a competitive facility. - Frank Plastria; Emilio Carrizosa (Math. Program., 2004)

Two-group classification via a biobjective margin maximization model. - Emilio Carrizosa; Belen Martin-Barragan (Eur. J. Oper. Res., 2006)

Inferring Efficient Weights from Pairwise Comparison Matrices. - Rafael Blanquero; Emilio Carrizosa; Eduardo Conde (Math. Methods Oper. Res., 2006)

A biobjective method for sample allocation in stratified sampling. - Emilio Carrizosa; Dolores Romero Morales (Eur. J. Oper. Res., 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)

An exact global optimization method for deriving weights from pairwise comparison matrices. - Emilio Carrizosa; Frédéric Messine (J. Glob. Optim., 2007)

Dimensionality Reduction for Classification. - Frank Plastria; Steven De Bruyne; Emilio Carrizosa (ADMA, 2008)

Multi-group support vector machines with measurement costs: A biobjective approach. - Emilio Carrizosa; Belen Martin-Barragan; Dolores Romero Morales (Discret. Appl. Math., 2008)

Optimal Expected-Distance Separating Halfspace. - Emilio Carrizosa; Frank Plastria (Math. Oper. Res., 2008)

Continuous location problems and Big Triangle Small Triangle: constructing better bounds. - Rafael Blanquero; Emilio Carrizosa (J. Glob. Optim., 2009)

Locating Objects in the Plane Using Global Optimization Techniques. - Rafael Blanquero; Emilio Carrizosa; Pierre Hansen (Math. Oper. Res., 2009)

Alternating local search based VNS for linear classification. - Frank Plastria; Steven De Bruyne; Emilio Carrizosa (Ann. Oper. Res., 2010)

Unequal probability sampling from a finite population: A multicriteria approach. - Emilio Carrizosa (Eur. J. Oper. Res., 2010)

Binarized Support Vector Machines. - Emilio Carrizosa; Belen Martin-Barragan; Dolores Romero Morales (INFORMS J. Comput., 2010)

On the norm of a dc function. - Rafael Blanquero; Emilio Carrizosa (J. Glob. Optim., 2010)

A new alternating heuristic for the (r | p)-centroid problem on the plane. - Emilio Carrizosa; Ivan A. Davydov; Yury Kochetov 001 (OR, 2011)

On minimax-regret Huff location models. - Lenys Bello; Rafael Blanquero; Emilio Carrizosa (Comput. 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)

A global optimization procedure for the location of a median line in the three-dimensional space. - Rafael Blanquero; Emilio Carrizosa; Anita Schöbel; Daniel Scholz 001 (Eur. J. Oper. Res., 2011)

Detecting relevant variables and interactions in supervised classification. - Emilio Carrizosa; Belen Martin-Barragan; Dolores Romero Morales (Eur. J. Oper. Res., 2011)

Maximizing upgrading and downgrading margins for ordinal regression. - Emilio Carrizosa; Belen Martin-Barragan (Math. Methods Oper. Res., 2011)

Gaussian variable neighborhood search for continuous optimization. - Emilio Carrizosa; Milan Drazic; Zorica Drazic; Nenad Mladenovic (Comput. Oper. Res., 2012)

A computational study of a nonlinear minsum facility location problem. - Emilio Carrizosa; Anton V. Ushakov; Igor Vasilyev (Comput. Oper. Res., 2012)

VNS heuristic for the (r|p)-centroid problem on the plane. - Ivan A. Davydov; Yury Kochetov 001; Emilio Carrizosa (Electron. Notes Discret. Math., 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)

On approximate Monetary Unit Sampling. - Emilio Carrizosa (Eur. J. Oper. Res., 2012)

A Note on the Dependence Structure of the Two-State Markovian Arrival Process. - Pepa Ramírez-Cobo; Emilio Carrizosa (J. Appl. Probab., 2012)

Minmax-distance approximation and separation problems: geometrical properties. - Frank Plastria; Emilio Carrizosa (Math. Program., 2012)

The Stop Location Problem with Realistic Traveling Time. - Emilio Carrizosa; Jonas Harbering; Anita Schöbel (ATMOS, 2013)

Solving the median problem with continuous demand on a network. - Rafael Blanquero; Emilio Carrizosa (Comput. Optim. Appl., 2013)

Supervised classification and mathematical optimization. - Emilio Carrizosa; Dolores Romero Morales (Comput. Oper. Res., 2013)

Locating a semi-obnoxious covering facility with repelling polygonal regions. - Frank Plastria; José Gordillo; Emilio Carrizosa (Discret. Appl. Math., 2013)

Variable neighborhood search for minimum sum-of-squares clustering on networks. - Emilio Carrizosa; Nenad Mladenovic; Raca Todosijevic (Eur. J. Oper. Res., 2013)

Time series interpolation via global optimization of moments fitting. - Emilio Carrizosa; Alba V. Olivares-Nadal; Pepa Ramírez-Cobo (Eur. J. Oper. Res., 2013)

Vulnerability Assessment of Spatial Networks: Models and Solutions. - Eduardo Álvarez-Miranda; Alfredo Candia-Véjar; Emilio Carrizosa; Francisco Pérez-Galarce (ISCO, 2014)

Linear separation and approximation by minimizing the sum of concave functions of distances. - Frank Plastria; Emilio Carrizosa (4OR, 2014)

Single-facility huff location problems on networks. - Rafael Blanquero; Emilio Carrizosa; Amaya Nogales-Gómez; Frank Plastria (Ann. Oper. Res., 2014)

rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS. - Emilio Carrizosa; Vanesa Guerrero (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)

A nested heuristic for parameter tuning in Support Vector Machines. - Emilio Carrizosa; Belen Martin-Barragan; Dolores Romero Morales (Comput. Oper. Res., 2014)

A local search heuristic for the (r|p)-centroid problem in the plane. - Ivan A. Davydov; Yury Kochetov 001; Emilio Carrizosa (Comput. Oper. Res., 2014)

Multi-instance classification through spherical separation and VNS. - Frank Plastria; Emilio Carrizosa; José Gordillo (Comput. Oper. Res., 2014)

Biobjective sparse principal component analysis. - Emilio Carrizosa; Vanesa Guerrero (J. Multivar. Anal., 2014)

Heuristic approaches for support vector machines with the ramp loss. - Emilio Carrizosa; Amaya Nogales-Gómez; Dolores Romero Morales (Optim. Lett., 2014)

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)

Kernel Penalized K-means: A feature selection method based on Kernel K-means. - Sebastián Maldonado; Emilio Carrizosa; Richard Weber 002 (Inf. Sci., 2015)

New heuristic for harmonic means clustering. - Emilio Carrizosa; Abdulrahman Alguwaizani; Pierre Hansen; Nenad Mladenovic (J. Glob. Optim., 2015)

Threshold robustness in discrete facility location problems: a bi-objective approach. - Emilio Carrizosa; Anton V. Ushakov; Igor Vasilyev (Optim. Lett., 2015)

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)

Robust newsvendor problem with autoregressive demand. - Emilio Carrizosa; Alba V. Olivares-Nadal; Pepa Ramírez-Cobo (Comput. Oper. Res., 2016)

p-facility Huff location problem on networks. - Rafael Blanquero; Emilio Carrizosa; Boglárka G.-Tóth; Amaya Nogales-Gómez (Eur. J. Oper. Res., 2016)

Strongly agree or strongly disagree?: Rating features in Support Vector Machines. - Emilio Carrizosa; Amaya Nogales-Gómez; Dolores Romero Morales (Inf. Sci., 2016)

Minimizing the passengers' traveling time in the stop location problem. - Emilio Carrizosa; Jonas Harbering; Anita Schöbel (J. Oper. Res. Soc., 2016)

Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Comput. 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)

A biobjective approach to recoverable robustness based on location planning. - Emilio Carrizosa; Marc Goerigk; Anita Schöbel (Eur. J. Oper. Res., 2017)

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)

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)

Visualizing data as objects by DC (difference of convex) optimization. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Math. Program., 2018)

On support vector machines under a multiple-cost scenario. - Sandra Benítez-Peña; Rafael Blanquero; Emilio Carrizosa; Pepa Ramírez-Cobo (Adv. Data Anal. Classif., 2019)

Cost-sensitive Feature Selection for Support Vector Machines. - Sandra Benítez-Peña; Rafael Blanquero; Emilio Carrizosa; Pepa Ramírez-Cobo (Comput. Oper. Res., 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)

Variable selection in classification for multivariate functional data. - Rafael Blanquero; Emilio Carrizosa; Asunción Jiménez-Cordero; Belén Martín-Barragán (Inf. Sci., 2019)

Embedding the production policy in location-allocation decisions. - Emilio Carrizosa; Alba V. Olivares-Nadal; Pepa Ramírez-Cobo (4OR, 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)

Sparsity in optimal randomized classification trees. - Rafael Blanquero; Emilio Carrizosa; Cristina Molero-Río; Dolores Romero Morales (Eur. J. Oper. Res., 2020)

Spotting Key Members in Networks: Clustering-Embedded Eigenvector Centrality. - Emilio Carrizosa; Alfredo Marín 001; Mercedes Pelegrín (IEEE Syst. J., 2020)

A cost-sensitive constrained Lasso. - Rafael Blanquero; Emilio Carrizosa; Pepa Ramírez-Cobo; M. Remedios Sillero-Denamiel (Adv. Data Anal. Classif., 2021)

Analysis of an aggregate loss model in a Markov renewal regime. - Pepa Ramírez-Cobo; Emilio Carrizosa; Rosa E. Lillo (Appl. Math. Comput., 2021)

Optimal randomized classification trees. - Rafael Blanquero; Emilio Carrizosa; Cristina Molero-Río; Dolores Romero Morales (Comput. Oper. Res., 2021)

Variable selection for Naïve Bayes classification. - Rafael Blanquero; Emilio Carrizosa; Pepa Ramírez-Cobo; M. Remedios Sillero-Denamiel (Comput. Oper. Res., 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)

On clustering categories of categorical predictors in generalized linear models. - Emilio Carrizosa; Marcela Galvis Restrepo; Dolores Romero Morales (Expert Syst. Appl., 2021)

An interval branch and bound method for global Robust optimization. - Emilio Carrizosa; Frédéric Messine (J. Glob. Optim., 2021)

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)

On sparse optimal regression trees. - Rafael Blanquero; Emilio Carrizosa; Cristina Molero-Río; Dolores Romero Morales (Eur. J. Oper. Res., 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 optimal regression trees to detect critical intervals for multivariate functional data. - Rafael Blanquero; Emilio Carrizosa; Cristina Molero-Río; Dolores Romero Morales (Comput. Oper. Res., 2023)

On mathematical optimization for clustering categories in contingency tables. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Adv. Data Anal. Classif., 2023)

On clustering and interpreting with rules by means of mathematical optimization. - Emilio Carrizosa; Kseniia Kurishchenko; Alfredo Marín 001; Dolores Romero Morales (Comput. Oper. Res., 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., 2023)

Nearest Neighbors Counterfactuals. - Marica Magagnini; Emilio Carrizosa; Renato De Leone (LOD (1), 2024)

A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming. - Lorenzo Bonasera; Emilio Carrizosa (CoRR, 2024)

Mathematical optimization modelling for group counterfactual explanations. - Emilio Carrizosa; Jasone Ramírez-Ayerbe; Dolores Romero Morales (Eur. J. Oper. Res., 2024)

Generating collective counterfactual explanations in score-based classification via mathematical optimization. - Emilio Carrizosa; Jasone Ramírez-Ayerbe; Dolores Romero Morales (Expert Syst. Appl., 2024)

Cost-sensitive probabilistic predictions for support vector machines. - Sandra Benítez-Peña; Rafael Blanquero; Emilio Carrizosa; Pepa Ramírez-Cobo (Eur. J. Oper. Res., 2024)

A binarization approach to model interactions between categorical predictors in Generalized Linear Models. - Emilio Carrizosa; Marcela Galvis Restrepo; Dolores Romero Morales (Appl. Intell., 2024)

A new model for counterfactual analysis for functional data. - Emilio Carrizosa; Jasone Ramírez-Ayerbe; Dolores Romero Morales (Adv. Data Anal. Classif., 2024)

On enhancing the explainability and fairness of tree ensembles. - Emilio Carrizosa; Kseniia Kurishchenko; Dolores Romero Morales (Eur. J. Oper. Res., 2025)

Soft decision trees for survival analysis. - Antonio Consolo; Edoardo Amaldi; Emilio Carrizosa (CoRR, 2025)

Counterfactual optimization for fault prevention in complex wind energy systems. - Emilio Carrizosa; Martina Fischetti; Roshell Haaker; Juan Miguel Morales 001 (CoRR, 2025)