Dolores Romero Morales

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 25

Top Topics

Generalized Linear Models

Contingency Tables

Top Venues

Comput. Oper. Res.

Eur. J. Oper. Res.

Expert Syst. Appl.

Publications

Peter Bogetoft, Jasone Ramírez-Ayerbe, Dolores Romero Morales
Counterfactual analysis and target setting in benchmarking. Eur. J. Oper. Res. 315 (3) (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)
Veronica Piccialli, Dolores Romero Morales, Cecilia Salvatore
Supervised feature compression based on counterfactual analysis. Eur. J. Oper. Res. 317 (2) (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)
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)
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)
Veronica Piccialli, Dolores Romero Morales, Cecilia Salvatore
Supervised Feature Compression based on Counterfactual Analysis. CoRR (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, 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)
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)
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, 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)
Laureano F. Escudero, Juan Francisco Monge, Dolores Romero Morales
On the time-consistent stochastic dominance risk averse measure for tactical supply chain planning under uncertainty. Comput. Oper. Res. 100 (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)
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, Amaya Nogales-Gómez, Dolores Romero Morales
Strongly agree or strongly disagree?: Rating features in Support Vector Machines. Inf. Sci. 329 (2016)
Laureano F. Escudero, Juan Francisco Monge, Dolores Romero Morales
An SDP approach for multiperiod mixed 0-1 linear programming models with stochastic dominance constraints for risk management. Comput. Oper. Res. 58 (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, Belen Martin-Barragan, Dolores Romero Morales
A nested heuristic for parameter tuning in Support Vector Machines. Comput. Oper. Res. 43 (2014)
Dolores Romero Morales, Richard Steinberg
Revenue deficiency under second-price auctions in a supply-chain setting. Eur. J. Oper. Res. 233 (1) (2014)
Laureano F. Escudero, Juan F. Monge, Dolores Romero Morales, Jingbo Wang
Expected Future Value Decomposition Based Bid Price Generation for Large-Scale Network Revenue Management. Transp. Sci. 47 (2) (2013)
Emilio Carrizosa, Dolores Romero Morales
Supervised classification and mathematical optimization. Comput. Oper. Res. 40 (1) (2013)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
Detecting relevant variables and interactions in supervised classification. Eur. J. Oper. Res. 213 (1) (2011)
Dolores Romero Morales, Jingbo Wang
Forecasting cancellation rates for services booking revenue management using data mining. Eur. J. Oper. Res. 202 (2) (2010)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
Binarized Support Vector Machines. INFORMS J. Comput. 22 (1) (2010)
Dolores Romero Morales, Dries Vermeulen
Existence of equilibria in a decentralized two-level supply chain. Eur. J. Oper. Res. 197 (2) (2009)
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)
Ravindra K. Ahuja, Wei Huang, H. Edwin Romeijn, Dolores Romero Morales
A Heuristic Approach to the Multi-Period Single-Sourcing Problem with Production and Inventory Capacities and Perishability Constraints. INFORMS J. Comput. 19 (1) (2007)
Emilio Carrizosa, Dolores Romero Morales
A biobjective method for sample allocation in stratified sampling. Eur. J. Oper. Res. 177 (2) (2007)
Antonio Alonso-Ayuso, Laureano F. Escudero, Celeste Pizarro, H. Edwin Romeijn, Dolores Romero Morales
On solving the multi-period single-sourcing problem under uncertainty. Comput. Manag. Sci. 3 (1) (2006)
Stan P. M. van Hoesel, H. Edwin Romeijn, Dolores Romero Morales, Albert P. M. Wagelmans
Integrated Lot Sizing in Serial Supply Chains with Production Capacities. Manag. Sci. 51 (11) (2005)
Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales
A Biobjective Model to Select Features with Good Classification Quality and Low Cost. ICDM (2004)
H. Edwin Romeijn, Dolores Romero Morales
Asymptotic Analysis of a Greedy Heuristic for the Multi-Period Single-Sourcing Problem: The Acyclic Case. J. Heuristics 10 (1) (2004)
Richard Freling, H. Edwin Romeijn, Dolores Romero Morales, Albert P. M. Wagelmans
A Branch-and-Price Algorithm for the Multiperiod Single-Sourcing Problem. Oper. Res. 51 (6) (2003)
Emilio Carrizosa, Eduardo Conde, Antonia Castaño, Dolores Romero Morales
Finding the principal points of a random variable. RAIRO Oper. Res. 35 (3) (2001)
Emilio Carrizosa, Dolores Romero Morales
Combining Minsum And Minmax: A Goal Programming Approach. Oper. Res. 49 (1) (2001)
H. Edwin Romeijn, Dolores Romero Morales
A probabilistic analysis of the multi-period single-sourcing problem. Discret. Appl. Math. 112 (1-3) (2001)
H. Edwin Romeijn, Dolores Romero Morales
Generating Experimental Data for the Generalized Assignment Problem. Oper. Res. 49 (6) (2001)
H. Edwin Romeijn, Dolores Romero Morales
A class of greedy algorithms for the generalized assignment problem. Discret. Appl. Math. 103 (1-3) (2000)