Emilio Carrizosa

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 45

Top Venues

Publications

Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
Variable selection for Naïve Bayes classification. CoRR (2024)
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
A binarization approach to model interactions between categorical predictors in Generalized Linear Models. Appl. Intell. 54 (17-18) (2024)
Lorenzo Bonasera, Emilio Carrizosa
A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming. CoRR (2024)
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
Generating collective counterfactual explanations in score-based classification via mathematical optimization. Expert Syst. Appl. 238 (Part E) (2024)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
Cost-sensitive probabilistic predictions for support vector machines. Eur. J. Oper. Res. 314 (1) (2024)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
Cost-sensitive Feature Selection for Support Vector Machines. CoRR (2024)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
On support vector machines under a multiple-cost scenario. CoRR (2023)
Emilio Carrizosa, Kseniia Kurishchenko, Alfredo Marín, Dolores Romero Morales
On clustering and interpreting with rules by means of mathematical optimization. Comput. Oper. Res. 154 (2023)
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
Generating collective counterfactual explanations in score-based classification via mathematical optimization. CoRR (2023)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
Cost-sensitive probabilistic predictions for support vector machines. CoRR (2023)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
On mathematical optimization for clustering categories in contingency tables. Adv. Data Anal. Classif. 17 (2) (2023)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
On optimal regression trees to detect critical intervals for multivariate functional data. Comput. Oper. Res. 152 (2023)
Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Kristóf Kovács
Solving the 1-median problem on a network with continuous demand and demand surplus. Comput. Oper. Res. 160 (2023)
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
Constrained Naïve Bayes with application to unbalanced data classification. Central Eur. J. Oper. Res. 30 (4) (2022)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
On sparse optimal regression trees. Eur. J. Oper. Res. 299 (3) (2022)
Emilio Carrizosa, Laust Hvas Mortensen, Dolores Romero Morales, M. Remedios Sillero-Denamiel
The tree based linear regression model for hierarchical categorical variables. Expert Syst. Appl. 203 (2022)
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
On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19. Eur. J. Oper. Res. 295 (2) (2021)
Emilio Carrizosa, Frédéric Messine
An interval branch and bound method for global Robust optimization. J. Glob. Optim. 80 (3) (2021)
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
A cost-sensitive constrained Lasso. Adv. Data Anal. Classif. 15 (1) (2021)
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
On clustering categories of categorical predictors in generalized linear models. Expert Syst. Appl. 182 (2021)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
Optimal randomized classification trees. Comput. Oper. Res. 132 (2021)
Pepa Ramírez-Cobo, Emilio Carrizosa, Rosa E. Lillo
Analysis of an aggregate loss model in a Markov renewal regime. Appl. Math. Comput. 396 (2021)
Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel
Variable selection for Naïve Bayes classification. Comput. Oper. Res. 135 (2021)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
Optimal randomized classification trees. CoRR (2021)
Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales
On Clustering Categories of Categorical Predictors in Generalized Linear Models. CoRR (2021)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
Sparsity in Optimal Randomized Classification Trees. CoRR (2020)
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
Embedding the production policy in location-allocation decisions. 4OR 18 (3) (2020)
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
Sparsity in optimal randomized classification trees. Eur. J. Oper. Res. 284 (1) (2020)
Emilio Carrizosa, Alfredo Marín, Mercedes Pelegrín
Spotting Key Members in Networks: Clustering-Embedded Eigenvector Centrality. IEEE Syst. J. 14 (3) (2020)
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
Selection of time instants and intervals with Support Vector Regression for multivariate functional data. Comput. Oper. Res. 123 (2020)
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
Variable selection in classification for multivariate functional data. Inf. Sci. 481 (2019)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
On support vector machines under a multiple-cost scenario. Adv. Data Anal. Classif. 13 (3) (2019)
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, Belén Martín-Barragán
Functional-bandwidth kernel for Support Vector Machine with Functional Data: An alternating optimization algorithm. Eur. J. Oper. Res. 275 (1) (2019)
Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo
Cost-sensitive Feature Selection for Support Vector Machines. Comput. Oper. Res. 106 (2019)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
Visualizing data as objects by DC (difference of convex) optimization. Math. Program. 169 (1) (2018)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps. Eur. J. Oper. Res. 265 (1) (2018)
Emilio Carrizosa, Vanesa Guerrero, Daniel Hardt, Dolores Romero Morales
On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization. Big Data 6 (2) (2018)
Sanja Grohmann, Dragan Urosevic, Emilio Carrizosa, Nenad Mladenovic
Solving multifacility Huff location models on networks using metaheuristic and exact approaches. Comput. Oper. Res. 78 (2017)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach. Comput. Oper. Res. 78 (2017)
Emilio Carrizosa, Marc Goerigk, Anita Schöbel
A biobjective approach to recoverable robustness based on location planning. Eur. J. Oper. Res. 261 (2) (2017)
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
Robust newsvendor problem with autoregressive demand. Comput. Oper. Res. 68 (2016)
Emilio Carrizosa, Jonas Harbering, Anita Schöbel
Minimizing the passengers' traveling time in the stop location problem. J. Oper. Res. Soc. 67 (10) (2016)
Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales
Strongly agree or strongly disagree?: Rating features in Support Vector Machines. Inf. Sci. 329 (2016)
Rafael Blanquero, Emilio Carrizosa, Boglárka G.-Tóth, Amaya Nogales-Gómez
p-facility Huff location problem on networks. Eur. J. Oper. Res. 255 (1) (2016)
Rafael Blanquero, Emilio Carrizosa, Asunción Jiménez-Cordero, José Francisco Rodríguez
A global optimization method for model selection in chemical reactions networks. Comput. Chem. Eng. 93 (2016)
Emilio Carrizosa, Abdulrahman Alguwaizani, Pierre Hansen, Nenad Mladenovic
New heuristic for harmonic means clustering. J. Glob. Optim. 63 (3) (2015)
Sebastián Maldonado, Emilio Carrizosa, Richard Weber
Kernel Penalized K-means: A feature selection method based on Kernel K-means. Inf. Sci. 322 (2015)
Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev
Threshold robustness in discrete facility location problems: a bi-objective approach. Optim. Lett. 9 (7) (2015)
Emilio Carrizosa, Carmen Domínguez-Bravo, Enrique Fernández-Cara, Manuel Quero
A heuristic method for simultaneous tower and pattern-free field optimization on solar power systems. Comput. Oper. Res. 57 (2015)
Emilio Carrizosa, Amaya Nogales-Gómez, Dolores Romero Morales
Heuristic approaches for support vector machines with the ramp loss. Optim. Lett. 8 (3) (2014)
Emilio Carrizosa, Vanesa Guerrero
Biobjective sparse principal component analysis. J. Multivar. Anal. 132 (2014)
Emilio Carrizosa, Jelena Jockovic, Pepa Ramírez-Cobo
A global optimisation approach for parameter estimation of a mixture of double Pareto lognormal and lognormal distributions. Comput. Oper. Res. 52 (2014)
Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa
A local search heuristic for the (r|p)-centroid problem in the plane. Comput. Oper. Res. 52 (2014)
Frank Plastria, Emilio Carrizosa, José Gordillo
Multi-instance classification through spherical separation and VNS. Comput. Oper. Res. 52 (2014)
Frank Plastria, Emilio Carrizosa
Linear separation and approximation by minimizing the sum of concave functions of distances. 4OR 12 (1) (2014)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
A nested heuristic for parameter tuning in Support Vector Machines. Comput. Oper. Res. 43 (2014)
Eduardo Álvarez-Miranda, Alfredo Candia-Véjar, Emilio Carrizosa, Francisco Pérez-Galarce
Vulnerability Assessment of Spatial Networks: Models and Solutions. ISCO (2014)
Emilio Carrizosa, Vanesa Guerrero
rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS. Comput. Oper. Res. 52 (2014)
Rafael Blanquero, Emilio Carrizosa, Amaya Nogales-Gómez, Frank Plastria
Single-facility huff location problems on networks. Ann. Oper. Res. 222 (1) (2014)
Emilio Carrizosa, Alba V. Olivares-Nadal, Pepa Ramírez-Cobo
Time series interpolation via global optimization of moments fitting. Eur. J. Oper. Res. 230 (1) (2013)
Emilio Carrizosa, Dolores Romero Morales
Supervised classification and mathematical optimization. Comput. Oper. Res. 40 (1) (2013)
Emilio Carrizosa, Nenad Mladenovic, Raca Todosijevic
Variable neighborhood search for minimum sum-of-squares clustering on networks. Eur. J. Oper. Res. 230 (2) (2013)
Emilio Carrizosa, Jonas Harbering, Anita Schöbel
The Stop Location Problem with Realistic Traveling Time. ATMOS (2013)
Frank Plastria, José Gordillo, Emilio Carrizosa
Locating a semi-obnoxious covering facility with repelling polygonal regions. Discret. Appl. Math. 161 (16-17) (2013)
Rafael Blanquero, Emilio Carrizosa
Solving the median problem with continuous demand on a network. Comput. Optim. Appl. 56 (3) (2013)
Emilio Carrizosa
On approximate Monetary Unit Sampling. Eur. J. Oper. Res. 217 (2) (2012)
Emilio Carrizosa, Milan Drazic, Zorica Drazic, Nenad Mladenovic
Gaussian variable neighborhood search for continuous optimization. Comput. Oper. Res. 39 (9) (2012)
Emilio Carrizosa, Anton V. Ushakov, Igor Vasilyev
A computational study of a nonlinear minsum facility location problem. Comput. Oper. Res. 39 (11) (2012)
Frank Plastria, Emilio Carrizosa
Minmax-distance approximation and separation problems: geometrical properties. Math. Program. 132 (1-2) (2012)
Pepa Ramírez-Cobo, Emilio Carrizosa
A Note on the Dependence Structure of the Two-State Markovian Arrival Process. J. Appl. Probab. 49 (1) (2012)
Sanja Roksandic, Emilio Carrizosa, Dragan Urosevic, Nenad Mladenovic
Solving Multifacility Huff Location Models on Networks Using Variable Neighborhood Search and Multi-Start Local Search Metaheuristics. Electron. Notes Discret. Math. 39 (2012)
Ivan A. Davydov, Yury Kochetov, Emilio Carrizosa
VNS heuristic for the (r|p)-centroid problem on the plane. Electron. Notes Discret. Math. 39 (2012)
Rafael Blanquero, Emilio Carrizosa, Eligius M. T. Hendrix
Locating a competitive facility in the plane with a robustness criterion. Eur. J. Oper. Res. 215 (1) (2011)
Emilio Carrizosa, Belen Martin-Barragan
Maximizing upgrading and downgrading margins for ordinal regression. Math. Methods Oper. Res. 74 (3) (2011)
Rafael Blanquero, Emilio Carrizosa, Anita Schöbel, Daniel Scholz
A global optimization procedure for the location of a median line in the three-dimensional space. Eur. J. Oper. Res. 215 (1) (2011)
Emilio Carrizosa, Ivan A. Davydov, Yury Kochetov
A new alternating heuristic for the (r | p)-centroid problem on the plane. OR (2011)
Lenys Bello, Rafael Blanquero, Emilio Carrizosa
On minimax-regret Huff location models. Comput. Oper. Res. 38 (1) (2011)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
Detecting relevant variables and interactions in supervised classification. Eur. J. Oper. Res. 213 (1) (2011)
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
Alternating local search based VNS for linear classification. Ann. Oper. Res. 174 (1) (2010)
Emilio Carrizosa
Unequal probability sampling from a finite population: A multicriteria approach. Eur. J. Oper. Res. 201 (2) (2010)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
Binarized Support Vector Machines. INFORMS J. Comput. 22 (1) (2010)
Rafael Blanquero, Emilio Carrizosa
On the norm of a dc function. J. Glob. Optim. 48 (2) (2010)
Rafael Blanquero, Emilio Carrizosa
Continuous location problems and Big Triangle Small Triangle: constructing better bounds. J. Glob. Optim. 45 (3) (2009)
Rafael Blanquero, Emilio Carrizosa, Pierre Hansen
Locating Objects in the Plane Using Global Optimization Techniques. Math. Oper. Res. 34 (4) (2009)
Emilio Carrizosa, Frank Plastria
Optimal Expected-Distance Separating Halfspace. Math. Oper. Res. 33 (3) (2008)
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
Dimensionality Reduction for Classification. ADMA (2008)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
Multi-group support vector machines with measurement costs: A biobjective approach. Discret. Appl. Math. 156 (6) (2008)
Emilio Carrizosa, Belen Martin-Barragan, Frank Plastria, Dolores Romero Morales
On the Selection of the Globally Optimal Prototype Subset for Nearest-Neighbor Classification. INFORMS J. Comput. 19 (3) (2007)
Emilio Carrizosa, Frédéric Messine
An exact global optimization method for deriving weights from pairwise comparison matrices. J. Glob. Optim. 38 (2) (2007)
Emilio Carrizosa, Dolores Romero Morales
A biobjective method for sample allocation in stratified sampling. Eur. J. Oper. Res. 177 (2) (2007)
Rafael Blanquero, Emilio Carrizosa, Eduardo Conde
Inferring Efficient Weights from Pairwise Comparison Matrices. Math. Methods Oper. Res. 64 (2) (2006)
Emilio Carrizosa, Belen Martin-Barragan
Two-group classification via a biobjective margin maximization model. Eur. J. Oper. Res. 173 (3) (2006)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
A Biobjective Model to Select Features with Good Classification Quality and Low Cost. ICDM (2004)
Emilio Carrizosa, Pierre Hansen, Frédéric Messine
Improving Interval Analysis Bounds by Translations. J. Glob. Optim. 29 (2) (2004)
Charles Audet, Emilio Carrizosa, Pierre Hansen
An Exact Method for Fractional Goal Programming. J. Glob. Optim. 29 (1) (2004)
Frank Plastria, Emilio Carrizosa
Optimal location and design of a competitive facility. Math. Program. 100 (2) (2004)
Emilio Carrizosa, Stefan Nickel
Robust facility location. Math. Methods Oper. Res. 58 (2) (2003)
Emilio Carrizosa, Jörg Fliege
Generalized Goal Programming: polynomial methods and applications. Math. Program. 93 (2) (2002)
Rafael Blanquero, Emilio Carrizosa
A D.C. biobjective location model. J. Glob. Optim. 23 (2) (2002)
Emilio Carrizosa, M. Muñoz-Márquez, Justo Puerto
Optimal Positioning of a Mobile Service Unit on a Line. Ann. Oper. Res. 111 (1-4) (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Emilio Carrizosa