Leonardo Trujillo

160 papers A 13B 17C 3Misc 1Journal 79Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Characterizing the Feature Space Transformations Produced by Genetic Programming Using the Optimal Transport Dataset Distance. IEEE Trans. Evol. Comput. Leonardo Trujillo, Joel Nation
2025	J	`jnl`	A Real-World Underwater Video Dataset with Labeled Frames and Water-Quality Metadata for Aquaculture Monitoring. Data Osbaldo Aragón-Banderas, Leonardo Trujillo, Yolocuauhtli Salazar, Guillaume J. V. E. Baguette, Jesús L. Arce-Valdez
2025	J	`jnl`	Acknowledgment to reviewers (2024). Genet. Program. Evolvable Mach. Leonardo Trujillo
2025	J	`jnl`	Benchmarking GSGP: Still competitive 10 years later? Genet. Program. Evolvable Mach. Jose Manuel Muñoz Contreras, Leonardo Trujillo, Daniel E. Hernández, Luis A. Cardenas Florido
2025	J	`jnl`	Classification of Damage on Wind Turbine Blades Using Automatic Machine Learning and Pressure Coefficient. Expert Syst. J. Knowl. Eng. Javier A. Carmona-Troyo, Leonardo Trujillo, Josué Enríquez-Zárate, Daniel E. Hernández, Luis A. Cardenas Florido
2025	—	`conf`	GSGP-Hardware: FPGA implementation of GSGP. GECCO Companion Yazmín Maldonado, Ruben Salas, Joel A. Quevedo, Rogelio Valdez, Leonardo Trujillo
2025	J	`jnl`	Graph-based analysis of problem space and genetic programming classifier performance using optimal transport dataset distance. Appl. Soft Comput. Joel Nation, Daniel Fajardo-Delgado, Yuliana Martínez, Arnoldo Díaz-Ramírez, Leonardo Trujillo
2024	J	`jnl`	Chief editorship transition. Genet. Program. Evolvable Mach. Lee Spector, Leonardo Trujillo
2024	J	`jnl`	Effects of feature reduction on emotion recognition using EEG signals and machine learning. Expert Syst. J. Knowl. Eng. Leonardo Trujillo, Daniel E. Hernández, Adrian Rodriguez, Omar Monroy, Omar M. Villanueva
2024	J	`jnl`	GSGP-hardware: instantaneous symbolic regression with an FPGA implementation of geometric semantic genetic programming. Genet. Program. Evolvable Mach. Yazmín Maldonado, Ruben Salas, Joel A. Quevedo, Rogelio Valdez, Leonardo Trujillo
2024	—	`ed.`	Genetic Programming Theory and Practice XX [GPTP 2023] GPTP Stephan Winkler, Leonardo Trujillo, Charles Ofria, Ting Hu
2024	J	`jnl`	Geometric semantic genetic programming with normalized and standardized random programs. Genet. Program. Evolvable Mach. Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
2024	J	`jnl`	Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
2023	J	`jnl`	Domain-adaptive pre-training on a BERT model for the automatic detection of misogynistic tweets in Spanish. Soc. Netw. Anal. Min. Dalia Andrea Rodríguez, Julia Diaz-Escobar, Arnoldo Díaz-Ramírez, Leonardo Trujillo
2023	—	`ed.`	Genetic Programming Theory and Practice XIX [GPTP 2022] GPTP Leonardo Trujillo, Stephan M. Winkler, Sara Silva, Wolfgang Banzhaf
2023	J	`jnl`	Introduction to the peer commentary special section on "Jaws 30" by W. B. Langdon. Genet. Program. Evolvable Mach. Leonardo Vanneschi, Leonardo Trujillo
2023	J	`jnl`	Predicting the success of transfer learning for genetic programming using DeepInsight feature space alignment. AI Commun. Leonardo Trujillo, Joel Nation, Luis Muñoz, Edgar Galván
2022	J	`jnl`	Editorial Introduction. Genet. Program. Evolvable Mach. Leonardo Trujillo, Ting Hu, Nuno Lourenço, Mengjie Zhang
2022	J	`jnl`	GSGP-CUDA - A CUDA framework for Geometric Semantic Genetic Programming. SoftwareX Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
2022	—	`ed.`	Genetic Programming Theory and Practice XVIII [GPTP 2021]. GPTP Wolfgang Banzhaf, Leonardo Trujillo, Stephan Winkler, Bill Worzel
2022	J	`jnl`	Highlights of Semantics in Multi-objective Genetic Programming. CoRR Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022	—	`conf`	Highlights of semantics in multi-objective genetic programming. GECCO Companion Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022	J	`jnl`	Prepare for Ludicrous Speed: Marker-based Instantaneous Binocular Rolling Shutter Localization. IEEE Trans. Vis. Comput. Graph. Juan Carlos Dibene, Yazmín Maldonado, Leonardo Trujillo, Enrique Dunn
2022	J	`jnl`	Semantics in Multi-objective Genetic Programming. Appl. Soft Comput. Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022	J	`jnl`	Towards fast approximations for the hypervolume indicator for multi-objective optimization problems by Genetic Programming. Appl. Soft Comput. Cristian Sandoval, Oliver Cuate, Luis C. González, Leonardo Trujillo, Oliver Schütze
2021	J	`jnl`	A Novel Approach For Search-Based Program Repair. IEEE Softw. Leonardo Trujillo, Omar M. Villanueva, Daniel Eduardo Hernandez
2021	J	`jnl`	A Systematic Review of Computer Science Solutions for Addressing Violence Against Women and Children. IEEE Access Dalia Andrea Rodríguez, Arnoldo Díaz-Ramírez, Jesús Elías Miranda-Vega, Leonardo Trujillo, Pedro Mejía-Alvarez
2021	J	`jnl`	Correction of the travel time estimation for ambulances of the red cross Tijuana using machine learning. Comput. Biol. Medicine Noelia Torres, Leonardo Trujillo, Yazmín Maldonado, Carlos Vera
2021	J	`jnl`	GSGP-CUDA - a CUDA framework for Geometric Semantic Genetic Programming. CoRR Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
2021	J	`jnl`	Plotting time: On the usage of CNNs for time series classification. CoRR Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
2021	B	`conf`	Random Selection of Parameters in Asynchronous Pool-Based Evolutionary Algorithms. CEC Mario García Valdez, Rene Márquez Valenzuela, Leonardo Trujillo, Juan Julián Merelo
2021	J	`jnl`	Semantics in Multi-objective Genetic Programming. CoRR Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2020	J	`jnl`	Comparative analysis of relocation strategies for ambulances in the city of Tijuana, Mexico. Comput. Biol. Medicine Leonardo Trujillo, Guadalupe Álvarez-Hernández, Yazmín Maldonado, Carlos Vera
2020	J	`jnl`	Development of Multiobjective High-Level Synthesis for FPGAs. Sci. Program. Darian Reyes Fernández de Bulnes, Yazmín Maldonado, Leonardo Trujillo
2020	J	`jnl`	EEG Feature Extraction Using Genetic Programming for the Classification of Mental States. Algorithms Emigdio Z.-Flores, Leonardo Trujillo, Pierrick Legrand, Frédérique Faïta-Aïnseba
2020	—	`conf`	General controllers evolved through grammatical evolution with a divergent search. GECCO Companion Enrique Naredo, Conor Ryan, Ivan Guevara, Tiziana Margaria, Paulo Urbano, Leonardo Trujillo
2020	—	`ed.`	Genetic Programming Theory and Practice XVII [GPTP 2019, Michigan State University, East Lansing, Michigan, USA, May 16-19, 2019]. GPTP Wolfgang Banzhaf, Erik D. Goodman, Leigh Sheneman, Leonardo Trujillo, Bill Worzel
2020	B	`conf`	Is k Nearest Neighbours Regression Better Than GP? EuroGP Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
2020	J	`jnl`	Modelling the vibration response of a gas turbine using machine learning. Expert Syst. J. Knowl. Eng. Josué Enríquez-Zárate, Perla Juárez-Smith, Javier Carmona, Leonardo Trujillo, Salvador de Lara
2020	A	`conf`	Novelty search for automatic bug repair. GECCO Omar M. Villanueva, Leonardo Trujillo, Daniel E. Hernández
2020	J	`jnl`	On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race. Soft Comput. Leonardo Trujillo, Ernesto Álvarez González, Edgar Galván, Juan J. Tapia, Antonin Ponsich
2020	J	`jnl`	SOAP: Semantic outliers automatic preprocessing. Inf. Sci. Leonardo Trujillo, Uriel López, Pierrick Legrand
2020	J	`jnl`	Special Issue on Integrating numerical optimization methods with genetic programming. Genet. Program. Evolvable Mach. Anna Isabel Esparcia-Alcázar, Leonardo Trujillo
2020	J	`jnl`	Towards an automatic coding of observational studies: Coding neurofeedback therapies of children with autism. Expert Syst. J. Knowl. Eng. Víctor R. López-López, Lizbeth Escobedo, Leonardo Trujillo
2020	J	`jnl`	Transfer learning in constructive induction with Genetic Programming. Genet. Program. Evolvable Mach. Luis Muñoz, Leonardo Trujillo, Sara Silva
2020	A	`conf`	Unlabeled multi-target regression with genetic programming. GECCO Uriel López, Leonardo Trujillo, Sara Silva, Leonardo Vanneschi, Pierrick Legrand
2019	J	`jnl`	Alignment-based genetic programming for real life applications. Swarm Evol. Comput. Leonardo Vanneschi, Mauro Castelli, Kristen M. Scott, Leonardo Trujillo
2019	J	`jnl`	Applying genetic improvement to a genetic programming library in C++. Soft Comput. Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand
2019	J	`jnl`	Comparison of a genetic programming approach with ANFIS for power amplifier behavioral modeling and FPGA implementation. Soft Comput. José Alejandro Galaviz-Aguilar, Patrick Roblin, José Ricardo Cárdenas-Valdez, Emigdio Z.-Flores, Leonardo Trujillo, José-Cruz Nuñez Pérez, Oliver Schütze
2019	J	`jnl`	Design of estimators for restoration of images degraded by haze using genetic programming. Swarm Evol. Comput. Jose Enrique Hernandez-Beltran, Víctor H. Díaz-Ramírez, Leonardo Trujillo, Pierrick Legrand
2019	J	`jnl`	Evolving multidimensional transformations for symbolic regression with M3GP. Memetic Comput. Luis Muñoz, Leonardo Trujillo, Sara Silva, Mauro Castelli, Leonardo Vanneschi
2019	J	`jnl`	Local search in speciation-based bloat control for genetic programming. Genet. Program. Evolvable Mach. Perla Juárez-Smith, Leonardo Trujillo, Mario García Valdez, Francisco Fernández de Vega, Francisco Chávez de la O
2018	J	`jnl`	A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP. Complex. Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli
2018	J	`jnl`	Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition. Int. J. High Perform. Comput. Appl. Francisco Chávez de la O, Francisco Fernández de Vega, Daniel Lanza, César Benavides-Álvarez, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso
2018	J	`jnl`	Editorial. Computación y Sistemas Leonardo Trujillo, Yazmín Maldonado, Oliver Schuetze
2018	B	`conf`	Estimation of the 3D Pose of an Object Using Correlation Filters and CMA-ES. EvoApplications Juan Carlos Dibene, Kenia Picos, Víctor H. Díaz-Ramírez, Leonardo Trujillo
2018	—	`conf`	Filtering Outliers in One Step with Genetic Programming. PPSN (1) Uriel López, Leonardo Trujillo, Pierrick Legrand
2018	J	`jnl`	Modeling Uncertainty for the Double Standard Model Using a Fuzzy Inference System. Frontiers Robotics AI Noelia Torres, Leonardo Trujillo, Yazmín Maldonado
2018	—	`conf`	Novelty search for software improvement of a SLAM system. GECCO (Companion) Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand
2018	J	`jnl`	Optimization of PPF Control of a Building-like Structure for Vibration Control. Computación y Sistemas Josué Enríquez-Zárate, Leonardo Trujillo, G. K. Toledo-Ramírez, Ángel J. Ramos-Cirilo, Carlos Hernández
2018	—	`conf`	Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal. GPTP Leonardo Trujillo, Luis Muñoz, Uriel López, Daniel E. Hernández
2017	J	`jnl`	A comparison of fitness-case sampling methods for genetic programming. J. Exp. Theor. Artif. Intell. Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Uriel López
2017	J	`jnl`	An evolutionary system for ozone concentration forecasting. Inf. Syst. Frontiers Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo, Ales Popovic
2017	J	`jnl`	Automatic modeling of a gas turbine using genetic programming: An experimental study. Appl. Soft Comput. Josué Enríquez-Zárate, Leonardo Trujillo, Salvador de Lara, Mauro Castelli, Emigdio Z.-Flores, Luis Muñoz, Ales Popovic
2017	—	`conf`	Dynamic GP fitness cases in static and dynamic optimisation problems. GECCO (Companion) Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
2017	J	`jnl`	High-Level Synthesis through metaheuristics and LUTs optimization in FPGA devices. AI Commun. Darian Reyes Fernández de Bulnes, Juan Carlos Dibene, Yazmín Maldonado, Leonardo Trujillo
2017	—	`ed.`	NEO 2015 - Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 held at September 23-25 2015 in Tijuana, Mexico NEO Oliver Schütze, Leonardo Trujillo, Pierrick Legrand, Yazmín Maldonado
2017	—	`conf`	On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. Artificial Evolution Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
2017	J	`jnl`	Optimizing the location of ambulances in Tijuana, Mexico. Comput. Biol. Medicine Juan Carlos Dibene, Yazmín Maldonado, Carlos Vera, Maurício C. de Oliveira, Leonardo Trujillo, Oliver Schütze
2017	J	`jnl`	Predicting per capita violent crimes in urban areas: an artificial intelligence approach. J. Ambient Intell. Humaniz. Comput. Mauro Castelli, Raul Sormani, Leonardo Trujillo, Ales Popovic
2017	B	`conf`	RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming. EuroGP Uriel López, Leonardo Trujillo, Yuliana Martínez, Pierrick Legrand, Enrique Naredo, Sara Silva
2017	J	`jnl`	Stock index return forecasting: semantics-based genetic programming with local search optimiser. Int. J. Bio Inspired Comput. Mauro Castelli, Leonardo Vanneschi, Leonardo Trujillo, Ales Popovic
2017	J	`jnl`	The training set and generalization in grammatical evolution for autonomous agent navigation. Soft Comput. Enrique Naredo, Paulo Urbano, Leonardo Trujillo
2017	B	`conf`	Towards the development of a complete GP system on an FPGA using geometric semantic operators. CEC Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonçalves, Leonardo Vanneschi
2016	C	`conf`	A Machine Learning Approach for the Integration of miRNA-Target Predictions. PDP Stefano Beretta, Mauro Castelli, Yuliana Martínez, Luis Muñoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli
2016	—	`conf`	An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. IJCCI (ECTA) Mauro Castelli, Luca Manzoni, Ivo Gonçalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
2016	J	`jnl`	Comparison of Local Feature Extraction Paradigms Applied to Visual SLAM. Computación y Sistemas Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand, Víctor H. Díaz-Ramírez, Gustavo Olague
2016	—	`conf`	ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms. EvoApplications (2) Francisco Chávez de la O, Francisco Fernández, César Benavides-Álvarez, Daniel Lanza, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso
2016	J	`jnl`	Evolving genetic programming classifiers with novelty search. Inf. Sci. Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Sara Silva, Luis Muñoz
2016	—	`conf`	Genetic Programming: From Design to Improved Implementation. GECCO (Companion) Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand, Gustavo Olague
2016	—	`conf`	Integrating Local Search within neat-GP. GECCO (Companion) Perla Juárez-Smith, Leonardo Trujillo
2016	—	`conf`	Local Search is Underused in Genetic Programming. GPTP Leonardo Trujillo, Emigdio Z.-Flores, Perla S. Juárez-Smith, Pierrick Legrand, Sara Silva, Mauro Castelli, Leonardo Vanneschi, Oliver Schütze, Luis Muñoz
2016	—	`conf`	Modeling micro-channel plates as astronomical detectors of UV radiation. CCE Angel Pozos, Edgar Castillo, Miguel Chavez, Leonardo Trujillo
2016	J	`jnl`	Novelty Search for the Synthesis of Current Followers. Computación y Sistemas Enrique Naredo, Miguel Aurelio Duarte-Villaseñor, Manuel de Jesús García Ortega, Carlos E. Vázquez López, Leonardo Trujillo, Oscar S. Siordia
2016	J	`jnl`	Prediction of expected performance for a genetic programming classifier. Genet. Program. Evolvable Mach. Yuliana Martínez, Leonardo Trujillo, Pierrick Legrand, Edgar Galván López
2016	J	`jnl`	Prediction of relative position of CT slices using a computational intelligence system. Appl. Soft Comput. Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Ales Popovic
2016	—	`conf`	Random Tree Generator for an FPGA-based Genetic Programming System. GECCO (Companion) Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo
2016	—	`conf`	Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data. MICAI (2) Edgar Galván López, Lucia Vázquez-Mendoza, Leonardo Trujillo
2016	J	`jnl`	neat Genetic Programming: Controlling bloat naturally. Inf. Sci. Leonardo Trujillo, Luis Muñoz, Edgar Galván López, Sara Silva
2015	A	`conf`	A Local Search Approach to Genetic Programming for Binary Classification. GECCO Emigdio Z.-Flores, Leonardo Trujillo, Oliver Schütze, Pierrick Legrand
2015	—	`conf`	Automatic Random Tree Generator on FPGA. NEO Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo
2015	—	`conf`	Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand. IJCCI (Selected Papers) Edgar Galván López, Marc Schoenauer, Constantinos Patsakis, Leonardo Trujillo
2015	J	`jnl`	EEG classification for the detection of mental states. Appl. Soft Comput. Laurent Vézard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Leonardo Trujillo
2015	J	`jnl`	Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer. Comput. Intell. Neurosci. Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi
2015	A	`conf`	Geometric Semantic Genetic Programming with Local Search. GECCO Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Sara Silva, Emigdio Z.-Flores, Pierrick Legrand
2015	J	`jnl`	Kenneth O. Stanley and Joel Lehman: Why greatness cannot be planned: the myth of the objective - Springer, 2015, Softcover, ISBN: 978-3-319-15523-4. Genet. Program. Evolvable Mach. Leonardo Trujillo
2015	—	`conf`	Local Search Approach to Genetic Programming for RF-PAs Modeling Implemented in FPGA. NEO José Ricardo Cárdenas-Valdez, Emigdio Z.-Flores, José-Cruz Nuñez Pérez, Leonardo Trujillo
2015	B	`conf`	M3GP - Multiclass Classification with GP. EuroGP Luis Muñoz, Sara Silva, Leonardo Trujillo
2015	—	`conf`	Multiclass Classification Through Multidimensional Clustering. GPTP Sara Silva, Luis Muñoz, Leonardo Trujillo, Vijay Ingalalli, Mauro Castelli, Leonardo Vanneschi
2015	—	`conf`	Profiting from Several Recommendation Algorithms Using a Scalable Approach. NEO Daniel Lanza, Francisco Chávez de la O, Francisco Fernández, Mario García Valdez, Leonardo Trujillo, Gustavo Olague
2015	B	`conf`	Solving the ambulance location problem in Tijuana-Mexico using a continuous location model. CEC Sergio Morales Pacheco, Oliver Schütze, Carlos Vera, Leonardo Trujillo, Yazmín Maldonado
2015	J	`jnl`	Systematic selection of tuning parameters for efficient predictive controllers using a multiobjective evolutionary algorithm. Appl. Soft Comput. Rosalía Del Carmen Gutiérrez-Urquídez, Guillermo Valencia-Palomo, Oscar M. Rodríguez-Elias, Leonardo Trujillo
2015	—	`conf`	The Ambulance Location Problem in Tijuana, Mexico. NEO Juan Carlos Dibene, Yazmín Maldonado, Carlos Vera, Leonardo Trujillo, Maurício C. de Oliveira, Oliver Schütze
2015	J	`jnl`	The EvoSpace Model for Pool-Based Evolutionary Algorithms. J. Grid Comput. Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega, Gustavo Olague
2014	J	`jnl`	A Hybrid ECJ+BOINC Tool for Distributed Evolutionary Algorithms. Res. Comput. Sci. Enrique Mediero, Francisco Chávez, Francisco Fernández de Vega, Leonardo Trujillo, Luis Muñoz
2014	—	`conf`	Generalization in Maze Navigation Using Grammatical Evolution and Novelty Search. TPNC Paulo Urbano, Enrique Naredo, Leonardo Trujillo
2014	J	`jnl`	Hybrid back-propagation training with evolutionary strategies. Soft Comput. José Parra Galaviz, Leonardo Trujillo, Patricia Melin
2014	B	`conf`	NEAT, There's No Bloat. EuroGP Leonardo Trujillo, Luis Muñoz, Enrique Naredo, Yuliana Martínez
2014	A	`conf`	Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm. PPSN Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega
2013	—	`conf`	A behavior-based analysis of modal problems. GECCO (Companion) Leonardo Trujillo, Lee Spector, Enrique Naredo, Yuliana Martínez
2013	J	`jnl`	Customizable execution environments for evolutionary computation using BOINC + virtualization. Nat. Comput. Francisco Fernández de Vega, Gustavo Olague, Leonardo Trujillo, Daniel Lombraña Gonzalez
2013	B	`conf`	Detecting mental states of alertness with genetic algorithm variable selection. IEEE Congress on Evolutionary Computation Laurent Vézard, Marie Chavent, Pierrick Legrand, Frédérique Faïta-Aïnseba, Leonardo Trujillo
2013	C	`conf`	EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design. EvoMUSART Mario García Valdez, Leonardo Trujillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós, Gustavo Olague
2013	—	`conf`	EvoSpace-i: a framework for interactive evolutionary algorithms. GECCO (Companion) Mario García Valdez, Juan Julián Merelo Guervós, Leonardo Trujillo, Francisco Fernández de Vega, José C. Romero, Alejandra Mancilla
2013	B	`conf`	EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model. EvoApplications Mario García Valdez, Leonardo Trujillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós, Gustavo Olague
2013	B	`conf`	Fireworks: Evolutionary art project based on EvoSpace-interactive. IEEE Congress on Evolutionary Computation Leonardo Trujillo, Mario García Valdez, Francisco Fernández de Vega, Juan Julián Merelo Guervós
2013	J	`jnl`	Identification of epilepsy stages from ECoG using genetic programming classifiers. Comput. Biol. Medicine Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez
2013	B	`conf`	Is there a free lunch for cloud-based evolutionary algorithms? IEEE Congress on Evolutionary Computation Mario García Valdez, Alejandra Mancilla, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega
2013	B	`conf`	Searching for Novel Classifiers. EuroGP Enrique Naredo, Leonardo Trujillo, Yuliana Martínez
2013	A	`conf`	Searching for novel clustering programs. GECCO Enrique Naredo, Leonardo Trujillo
2013	B	`conf`	Searching for novel regression functions. IEEE Congress on Evolutionary Computation Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Edgar Galván López
2013	B	`conf`	Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity. IEEE Congress on Evolutionary Computation Edgar Galván López, Brendan Cody-Kenny, Leonardo Trujillo, Ahmed Kattan
2012	—	`conf`	A comparative study of an evolvability indicator and a predictor of expected performance for genetic programming. GECCO (Companion) Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand
2012	J	`jnl`	A comparison of predictive measures of problem difficulty for classification with Genetic Programming. Res. Comput. Sci. Edgar Galván López, Leonardo Trujillo, Pierrick Legrand, Yuliana Martínez
2012	—	`conf`	Analysis and Classification of Epilepsy Stages with Genetic Programming. EVOLVE Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez
2012	—	`conf`	Classification of EEG Signals by an Evolutionary Algorithm. EGC (best of volume) Laurent Vézard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Julien Clauzel, Leonardo Trujillo
2012	—	`conf`	Disparity Map Estimation by Combining Cost Volume Measures Using Genetic Programming. EVOLVE Enrique Naredo, Enrique Dunn, Leonardo Trujillo
2012	J	`jnl`	Evolving estimators of the pointwise Hölder exponent with Genetic Programming. Inf. Sci. Leonardo Trujillo, Pierrick Legrand, Gustavo Olague, Jacques Lévy Véhel
2012	J	`jnl`	Interest point detection through multiobjective genetic programming. Appl. Soft Comput. Gustavo Olague, Leonardo Trujillo
2012	—	`conf`	Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty. EVOLVE Edgar Galván López, Leonardo Trujillo, James McDermott, Ahmed Kattan
2011	B	`conf`	An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming. EuroGP Leonardo Trujillo, Sara Silva, Pierrick Legrand, Leonardo Vanneschi
2011	B	`conf`	Estimating Classifier Performance with Genetic Programming. EuroGP Leonardo Trujillo, Yuliana Martínez, Patricia Melin
2011	J	`jnl`	Evolutionary-computer-assisted design of image operators that detect interest points using genetic programming. Image Vis. Comput. Gustavo Olague, Leonardo Trujillo
2011	J	`jnl`	Genetic programming with one-point crossover and subtree mutation for effective problem solving and bloat control. Soft Comput. Leonardo Trujillo
2011	—	`conf`	How many neurons?: a genetic programming answer. GECCO (Companion) Leonardo Trujillo, Yuliana Martínez, Patricia Melin
2011	A	`conf`	Predicting problem difficulty for genetic programming applied to data classification. GECCO Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand
2011	J	`jnl`	Speciation in Behavioral Space for Evolutionary Robotics. J. Intell. Robotic Syst. Leonardo Trujillo, Gustavo Olague, Evelyne Lutton, Francisco Fernández de Vega, León Dozal, Eddie Clemente
2010	—	`conf`	Backpropagation learning with a (1+1) ES. GECCO (Companion) José Parra Galaviz, Leonardo Trujillo, Patricia Melin
2010	—	`ch.`	Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies. Soft Computing for Recognition Based on Biometrics José Parra Galaviz, Patricia Melin, Leonardo Trujillo
2010	A	`conf`	Optimization of the hölder image descriptor using a genetic algorithm. GECCO Leonardo Trujillo, Pierrick Legrand, Gustavo Olague, Cynthia B. Pérez
2010	A	`conf`	The estimation of hölderian regularity using genetic programming. GECCO Leonardo Trujillo, Pierrick Legrand, Jacques Lévy Véhel
2009	—	`ch.`	A Genetic Programming Approach to the Design of Interest Point Operators. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition Gustavo Olague, Leonardo Trujillo
2009	C	`conf`	Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization. PDP Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Leonardo Trujillo, Gustavo Olague, Lourdes Araujo, Pedro A. Castillo, Juan Julián Merelo Guervós, Ken Sharman
2009	—	`ch.`	Modular Neural Networks with Fuzzy Response Integration for Signature Recognition. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition Mónica Beltrán, Patricia Melin, Leonardo Trujillo
2009	—	`ch.`	Signature Recognition with a Hybrid Approach Combining Modular Neural Networks and Fuzzy Logic for Response Integration. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control Mónica Beltrán, Patricia Melin, Leonardo Trujillo
2008	J	`jnl`	Automated Design of Image Operators that Detect Interest Points. Evol. Comput. Leonardo Trujillo, Gustavo Olague
2008	A	`conf`	Behavior-based speciation for evolutionary robotics. GECCO Leonardo Trujillo, Gustavo Olague, Evelyne Lutton, Francisco Fernández de Vega
2008	—	`conf`	Discovering Several Robot Behaviors through Speciation. EvoWorkshops Leonardo Trujillo, Gustavo Olague, Evelyne Lutton, Francisco Fernández de Vega
2008	J	`jnl`	Increasing GP Computing Power via Volunteer Computing CoRR Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Leonardo Trujillo, Gustavo Olague, Francisco Chávez de la O, Miguel Cárdenas-Montes, Lourdes Araujo, Pedro A. Castillo, Ken Sharman
2008	A	`conf`	Multiobjective design of operators that detect points of interest in images. GECCO Leonardo Trujillo, Gustavo Olague, Evelyne Lutton, Francisco Fernández de Vega
2008	—	`conf`	Selecting Local Region Descriptors with a Genetic Algorithm for Real-World Place Recognition. EvoWorkshops Leonardo Trujillo, Gustavo Olague, Francisco Fernández de Vega, Evelyne Lutton
2007	A	`conf`	Evolutionary Feature Selection for Probabilistic Object Recognition, Novel Object Detection and Object Saliency Estimation using GMMs. BMVC Leonardo Trujillo, Gustavo Olague, Francisco Fernández de Vega, Evelyne Lutton
2007	—	`conf`	Multiclass Object Recognition Based on Texture Linear Genetic Programming. EvoWorkshops Gustavo Olague, Eva Romero, Leonardo Trujillo, Bir Bhanu
2007	J	`jnl`	Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots. Soft Comput. Oscar Castillo, Leonardo Trujillo, Patricia Melin
2007	—	`conf`	Scale Invariance for Evolved Interest Operators. EvoWorkshops Leonardo Trujillo, Gustavo Olague
2007	J	`jnl`	Visual learning of texture descriptors for facial expression recognition in thermal imagery. Comput. Vis. Image Underst. Benjamín Hernández, Gustavo Olague, Riad I. Hammoud, Leonardo Trujillo, Eva Romero
2006	A	`conf`	Synthesis of interest point detectors through genetic programming. GECCO Leonardo Trujillo, Gustavo Olague
2006	—	`conf`	Using Evolution to Learn How to Perform Interest Point Detection. ICPR (1) Leonardo Trujillo, Gustavo Olague
2005	—	`conf`	Automatic Feature Localization in Thermal Images for Facial Expression Recognition. CVPR Workshops Leonardo Trujillo, Gustavo Olague, Riad I. Hammoud, Benjamín Hernández
2004	Misc	`conf`	Autonomous Mobile Robot Path Planning Optimization Using Multiple Objective Genetic Algorithms. IC-AI Oscar Castillo, Leonardo Trujillo