Carlos García-Martínez

63 papers A 2B 10C 2Misc 1Journal 34Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated machine learning for test case prioritisation.
Empir. Softw. Eng.
José Raúl Romero, Aurora Ramírez, Carlos García-Martínez
2025 — conf
Explainable Multi-fault Predictive Maintenance Through Analysis of Wrong Predictions.
IDEAL (2)
Aurora Esteban, Aurora Ramírez, Carlos García-Martínez, Amelia Zafra
2025 — conf
GPBus: Genetic Programming Based Automated Machine Learning for Bus Delay Prediction.
EvoApplications (2)
Ángel Fuentes-Almoguera, Carlos García-Martínez, Gabriel Luque
2025 — conf
Taxonomy and Evaluation of XAI Tools for Explainable Machine Learning.
IDEAL (2)
Paola Montenegro-Cantos, Aurora Ramírez, Carlos García-Martínez, José Raúl Romero
2024 J jnl
Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules.
CoRR
José M. Alcalde-Llergo, Carlos García-Martínez, Manuel Vaquero-Abellán, Pilar Aparicio-Martínez, Enrique Yeguas-Bolívar
2024 J jnl
Improving essay peer grading accuracy in MOOCs using personalized weights from student's engagement and performance.
CoRR
Carlos García-Martínez, Rebeca Cerezo, Manuel Bermúdez, Cristóbal Romero
2024 J jnl
JCLEC-MO: a Java suite for solving many-objective optimization engineering problems.
CoRR
Aurora Ramírez, José Raúl Romero, Carlos García-Martínez, Sebastián Ventura
2022 — conf
Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules.
MetroXRAINE
José M. Alcalde-Llergo, Carlos García-Martínez, Manuel Vaquero-Abellán, Pilar Aparicio-Martínez, Enrique Yeguas-Bolívar
2022 B conf
Smart Operators for Inducing Colorectal Cancer Classification Trees with PonyGE2 Grammatical Evolution Python Package.
CEC
José A. Delgado-Osuna, Carlos García-Martínez, Sebastián Ventura
2020 J jnl
Heuristics for interesting class association rule mining a colorectal cancer database.
Inf. Process. Manag.
José A. Delgado-Osuna, Carlos García-Martínez, Jose Gómez Barbadillo, Sebastián Ventura
2020 J jnl
Multi-view Genetic Programming Learning to Obtain Interpretable Rule-Based Classifiers for Semi-supervised Contexts. Lessons Learnt.
Int. J. Comput. Intell. Syst.
Carlos García-Martínez, Sebastián Ventura
2019 J jnl
Improving essay peer grading accuracy in massive open online courses using personalized weights from student's engagement and performance.
J. Comput. Assist. Learn.
Carlos García-Martínez, Rebeca Cerezo, Manuel Bermúdez, Cristóbal Romero
2019 J jnl
JCLEC-MO: A Java suite for solving many-objective optimization engineering problems.
Eng. Appl. Artif. Intell.
Aurora Ramírez, José Raúl Romero, Carlos García-Martínez, Sebastián Ventura
2019 B conf
Obtaining Tractable and Interpretable Descriptions for Cases with Complications from a Colorectal Cancer Database.
CBMS
José Antonio Delgado-Osuna, Carlos García-Martínez, Sebastián Ventura, Jose Gómez Barbadillo
2018 — ch.
Genetic Algorithms.
Handbook of Heuristics
Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2017 — conf
An Iterated Greedy Algorithm for Improving the Generation of Synthetic Patterns in Imbalanced Learning.
IWANN (2)
Francisco Javier Maestre-García, Carlos García-Martínez, María Pérez-Ortiz, Pedro Antonio Gutiérrez
2017 J jnl
Extremely high-dimensional optimization with MapReduce: Scaling functions and algorithm.
Inf. Sci.
Alberto Cano, Carlos García-Martínez, Sebastián Ventura
2017 J jnl
GRASP with exterior path-relinking and restricted local search for the multidimensional two-way number partitioning problem.
Comput. Oper. Res.
Francisco J. Rodríguez, Fred W. Glover, Carlos García-Martínez, Rafael Martí, Manuel Lozano
2017 B conf
Multi-view semi-supervised learning using genetic programming interpretable classification rules.
CEC
Carlos García-Martínez, Sebastián Ventura
2017 J jnl
Optimizing network attacks by artificial bee colony.
Inf. Sci.
Manuel Lozano, Carlos García-Martínez, Francisco J. Rodríguez, Humberto M. Trujillo
2017 J jnl
Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis's weakness.
Soft Comput.
Carlos García-Martínez, Pablo David Gutiérrez, Daniel Molina, Manuel Lozano, Francisco Herrera
2016 B conf
100 Million dimensions large-scale global optimization using distributed GPU computing.
CEC
Alberto Cano, Carlos García-Martínez
2016 J jnl
A genetic algorithm for the minimum generating set problem.
Appl. Soft Comput.
Manuel Lozano, Manuel Laguna, Rafael Martí, Francisco J. Rodríguez, Carlos García-Martínez
2016 J jnl
An alternative artificial bee colony algorithm with destructive-constructive neighbourhood operator for the problem of composing medical crews.
Inf. Sci.
José A. Delgado-Osuna, Manuel Lozano, Carlos García-Martínez
2016 J jnl
Randomized greedy multi-start algorithm for the minimum common integer partition problem.
Eng. Appl. Artif. Intell.
Manuel Lozano, Francisco J. Rodríguez, Daniel Peralta, Carlos García-Martínez
2015 J jnl
A two-stage constructive method for the unweighted minimum string cover problem.
Knowl. Based Syst.
Manuel Lozano, Francisco J. Rodríguez, Carlos García-Martínez
2015 J jnl
The firefighter problem: Empirical results on random graphs.
Comput. Oper. Res.
Carlos García-Martínez, Christian Blum, Francisco J. Rodríguez, Manuel Lozano
2014 B conf
Accepting or Rejecting Students_ Self-grading in their Final Marks by using Data Mining.
EDM
Javier Fuentes, Cristóbal Romero, Carlos García-Martínez, Sebastián Ventura
2014 Misc conf
Classification Rule Mining with Iterated Greedy.
HAIS
Juan A. Pedraza, Carlos García-Martínez, Alberto Cano, Sebastián Ventura
2014 J jnl
Strategic oscillation for the quadratic multiple knapsack problem.
Comput. Optim. Appl.
Carlos García-Martínez, Fred W. Glover, Francisco J. Rodríguez, Manuel Lozano, Rafael Martí
2014 J jnl
Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem.
Eur. J. Oper. Res.
Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2014 B conf
The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms.
EvoCOP
Christian Blum, Maria J. Blesa, Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2013 J jnl
An artificial bee colony algorithm for the maximally diverse grouping problem.
Inf. Sci.
Francisco J. Rodríguez, Manuel Lozano, Carlos García-Martínez, Jonathan D. González-Barrera
2013 J jnl
An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem.
Comput. Oper. Res.
Francisco J. Rodríguez, Manuel Lozano, Christian Blum, Carlos García-Martínez
2012 J jnl
A simulated annealing method based on a specialised evolutionary algorithm.
Appl. Soft Comput.
Carlos García-Martínez, Manuel Lozano, Francisco Javier Rodriguez-Diaz
2012 — conf
An Artificial Bee Colony Algorithm for the Unrelated Parallel Machines Scheduling Problem.
PPSN (2)
Francisco J. Rodríguez, Carlos García-Martínez, Christian Blum, Manuel Lozano
2012 J jnl
Arbitrary function optimisation with metaheuristics - No free lunch and real-world problems.
Soft Comput.
Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2012 J jnl
GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times.
Ann. Oper. Res.
Francisco J. Rodríguez, Christian Blum, Carlos García-Martínez, Manuel Lozano
2012 J jnl
Hybrid Metaheuristics Based on Evolutionary Algorithms and Simulated Annealing: Taxonomy, Comparison, and Synergy Test.
IEEE Trans. Evol. Comput.
Francisco J. Rodríguez, Carlos García-Martínez, Manuel Lozano
2012 B conf
Iterated Greedy Algorithms for the Maximal Covering Location Problem.
EvoCOP
Francisco J. Rodríguez, Christian Blum, Manuel Lozano, Carlos García-Martínez
2011 C conf
Analysing the significance of no free lunch theorems on the set of real-world binary problems.
ISDA
Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2011 J jnl
Iterated greedy for the maximum diversity problem.
Eur. J. Oper. Res.
Manuel Lozano, Daniel Molina, Carlos García-Martínez
2011 J jnl
Role differentiation and malleable mating for differential evolution: an analysis on large-scale optimisation.
Soft Comput.
Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano
2010 B conf
A GA-based multiple simulated annealing.
IEEE Congress on Evolutionary Computation
Francisco Javier Rodriguez-Diaz, Carlos García-Martínez, Manuel Lozano
2010 J jnl
Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics.
Soft Comput.
Carlos García-Martínez, Manuel Lozano
2010 — conf
Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology.
GECCO (Companion)
Pawel Widera, Jaume Bacardit, Natalio Krasnogor, Carlos García-Martínez, Manuel Lozano
2010 J jnl
Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report.
Comput. Oper. Res.
Manuel Lozano, Carlos García-Martínez
2010 J jnl
Memetic Algorithms for Continuous Optimisation Based on Local Search Chains.
Evol. Comput.
Daniel Molina, Manuel Lozano, Carlos García-Martínez, Francisco Herrera
2010 A conf
P system model optimisation by means of evolutionary based search algorithms.
GECCO
Carlos García-Martínez, Claudio Lima, Jamie Twycross, Natalio Krasnogor, Manuel Lozano
2009 — conf
A continuous variable neighbourhood search based on specialised EAs: application to the noiseless BBO-benchmark 2009.
GECCO (Companion)
Carlos García-Martínez, Manuel Lozano
2009 — conf
A continuous variable neighbourhood search based on specialised eas: application to the noisy BBO-benchmark 2009 testbed.
GECCO (Companion)
Carlos García-Martínez, Manuel Lozano
2009 J jnl
A fuzzy model to evaluate the suitability of installing an enterprise resource planning system.
Inf. Sci.
Pedro J. Sánchez, Luis Martínez-López, Carlos García-Martínez, Francisco Herrera, Enrique Herrera-Viedma
2009 C conf
Continuous Variable Neighbourhood Search Algorithm Based on Evolutionary Metaheuristic Components: A Scalability Test.
ISDA
Carlos García-Martínez, Manuel Lozano
2009 B conf
Simulated annealing based on local genetic search.
IEEE Congress on Evolutionary Computation
Carlos García-Martínez, Manuel Lozano
2008 — conf
An Evolutionary ILS-Perturbation Technique.
Hybrid Metaheuristics
Manuel Lozano, Carlos García-Martínez
2008 J jnl
Global and local real-coded genetic algorithms based on parent-centric crossover operators.
Eur. J. Oper. Res.
Carlos García-Martínez, Manuel Lozano, Francisco Herrera, Daniel Molina, Ana M. Sánchez
2008 — ch.
Local Search Based on Genetic Algorithms.
Advances in Metaheuristics for Hard Optimization
Carlos García-Martínez, Manuel Lozano
2008 — conf
Memetic Algorithm for Intense Local Search Methods Using Local Search Chains.
Hybrid Metaheuristics
Daniel Molina, Manuel Lozano, Carlos García-Martínez, Francisco Herrera
2008 J jnl
Real-parameter crossover operators with multiple descendents: An experimental study.
Int. J. Intell. Syst.
Ana M. Sánchez, Manuel Lozano, Carlos García-Martínez, Daniel Molina, Francisco Herrera
2007 J jnl
A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP.
Eur. J. Oper. Res.
Carlos García-Martínez, Oscar Cordón, Francisco Herrera
2006 A conf
A Local Genetic Algorithm for Binary-Coded Problems.
PPSN
Carlos García-Martínez, Manuel Lozano, Daniel Molina
2005 B conf
Hybrid real-coded genetic algorithms with female and male differentiation.
Congress on Evolutionary Computation
Carlos García-Martínez, Manuel Lozano
2004 — conf
An Empirical Analysis of Multiple Objective Ant Colony Optimization Algorithms for the Bi-criteria TSP.
ANTS Workshop
Carlos García-Martínez, Oscar Cordón, Francisco Herrera