Leonardo Trujillo

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 79

Top Venues

Genet. Program. Evolvable Mach.

Appl. Soft Comput.

GECCO (Companion)

Soft Comput.

Publications

Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
Geometric semantic genetic programming with normalized and standardized random programs. Genet. Program. Evolvable Mach. 25 (1) (2024)
Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. 25 (1) (2024)
Yazmín Maldonado, Ruben Salas, Joel A. Quevedo, Rogelio Valdez, Leonardo Trujillo
GSGP-hardware: instantaneous symbolic regression with an FPGA implementation of geometric semantic genetic programming. Genet. Program. Evolvable Mach. 25 (2) (2024)
Leonardo Trujillo, Daniel E. Hernández, Adrian Rodriguez, Omar Monroy, Omar M. Villanueva
Effects of feature reduction on emotion recognition using EEG signals and machine learning. Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Leonardo Vanneschi, Leonardo Trujillo
Introduction to the peer commentary special section on "Jaws 30" by W. B. Langdon. Genet. Program. Evolvable Mach. 24 (2) (2023)
Leonardo Trujillo, Joel Nation, Luis Muñoz, Edgar Galván
Predicting the success of transfer learning for genetic programming using DeepInsight feature space alignment. AI Commun. 36 (3) (2023)
Dalia Andrea Rodríguez, Julia Diaz-Escobar, Arnoldo Díaz-Ramírez, Leonardo Trujillo
Domain-adaptive pre-training on a BERT model for the automatic detection of misogynistic tweets in Spanish. Soc. Netw. Anal. Min. 13 (1) (2023)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Highlights of Semantics in Multi-objective Genetic Programming. CoRR (2022)
Cristian Sandoval, Oliver Cuate, Luis C. González, Leonardo Trujillo, Oliver Schütze
Towards fast approximations for the hypervolume indicator for multi-objective optimization problems by Genetic Programming. Appl. Soft Comput. 125 (2022)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Semantics in Multi-objective Genetic Programming. Appl. Soft Comput. 115 (2022)
Leonardo Trujillo, Ting Hu, Nuno Lourenço, Mengjie Zhang
Editorial Introduction. Genet. Program. Evolvable Mach. 23 (3) (2022)
Leonardo Trujillo, Paul Banse, Guillaume Beslon
Getting higher on rugged landscapes: Inversion mutations open access to fitter adaptive peaks in NK fitness landscapes. PLoS Comput. Biol. 18 (10) (2022)
Juan Carlos Dibene, Yazmín Maldonado, Leonardo Trujillo, Enrique Dunn
Prepare for Ludicrous Speed: Marker-based Instantaneous Binocular Rolling Shutter Localization. IEEE Trans. Vis. Comput. Graph. 28 (5) (2022)
Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
GSGP-CUDA - A CUDA framework for Geometric Semantic Genetic Programming. SoftwareX 18 (2022)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Highlights of semantics in multi-objective genetic programming. GECCO Companion (2022)
Dalia Andrea Rodríguez, Arnoldo Díaz-Ramírez, Jesús Elías Miranda-Vega, Leonardo Trujillo, Pedro Mejía-Alvarez
A Systematic Review of Computer Science Solutions for Addressing Violence Against Women and Children. IEEE Access 9 (2021)
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
Plotting time: On the usage of CNNs for time series classification. CoRR (2021)
Leonardo Trujillo, Paul Banse, Guillaume Beslon
Simulating short- and long-term evolutionary dynamics on rugged landscapes. ALIFE (2021)
Leonardo Trujillo, Omar M. Villanueva, Daniel Eduardo Hernandez
A Novel Approach For Search-Based Program Repair. IEEE Softw. 38 (4) (2021)
Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
GSGP-CUDA - a CUDA framework for Geometric Semantic Genetic Programming. CoRR (2021)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Semantics in Multi-objective Genetic Programming. CoRR (2021)
Noelia Torres, Leonardo Trujillo, Yazmín Maldonado, Carlos Vera
Correction of the travel time estimation for ambulances of the red cross Tijuana using machine learning. Comput. Biol. Medicine 137 (2021)
Mario García Valdez, Rene Márquez Valenzuela, Leonardo Trujillo, Juan Julián Merelo
Random Selection of Parameters in Asynchronous Pool-Based Evolutionary Algorithms. CEC (2021)
Emigdio Z.-Flores, Leonardo Trujillo, Pierrick Legrand, Frédérique Faïta-Aïnseba
EEG Feature Extraction Using Genetic Programming for the Classification of Mental States. Algorithms 13 (9) (2020)
Uriel López, Leonardo Trujillo, Sara Silva, Leonardo Vanneschi, Pierrick Legrand
Unlabeled multi-target regression with genetic programming. GECCO (2020)
Leonardo Trujillo, Guadalupe Álvarez-Hernández, Yazmín Maldonado, Carlos Vera
Comparative analysis of relocation strategies for ambulances in the city of Tijuana, Mexico. Comput. Biol. Medicine 116 (2020)
Anna Isabel Esparcia-Alcázar, Leonardo Trujillo
Special Issue on Integrating numerical optimization methods with genetic programming. Genet. Program. Evolvable Mach. 21 (3) (2020)
Luis Muñoz, Leonardo Trujillo, Sara Silva
Transfer learning in constructive induction with Genetic Programming. Genet. Program. Evolvable Mach. 21 (4) (2020)
Darian Reyes Fernández de Bulnes, Yazmín Maldonado, Leonardo Trujillo
Development of Multiobjective High-Level Synthesis for FPGAs. Sci. Program. 2020 (2020)
Leonardo Trujillo, Ernesto Álvarez González, Edgar Galván, Juan J. Tapia, Antonin Ponsich
On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race. Soft Comput. 24 (19) (2020)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
Is k Nearest Neighbours Regression Better Than GP? EuroGP (2020)
Josué Enríquez-Zárate, Perla Juárez-Smith, Javier Carmona, Leonardo Trujillo, Salvador de Lara
Modelling the vibration response of a gas turbine using machine learning. Expert Syst. J. Knowl. Eng. 37 (5) (2020)
Leonardo Trujillo, Uriel López, Pierrick Legrand
SOAP: Semantic outliers automatic preprocessing. Inf. Sci. 526 (2020)
Víctor R. López-López, Lizbeth Escobedo, Leonardo Trujillo
Towards an automatic coding of observational studies: Coding neurofeedback therapies of children with autism. Expert Syst. J. Knowl. Eng. 37 (5) (2020)
Omar M. Villanueva, Leonardo Trujillo, Daniel E. Hernández
Novelty search for automatic bug repair. GECCO (2020)
Enrique Naredo, Conor Ryan, Ivan Guevara, Tiziana Margaria, Paulo Urbano, Leonardo Trujillo
General controllers evolved through grammatical evolution with a divergent search. GECCO Companion (2020)
Jose Enrique Hernandez-Beltran, Víctor H. Díaz-Ramírez, Leonardo Trujillo, Pierrick Legrand
Design of estimators for restoration of images degraded by haze using genetic programming. Swarm Evol. Comput. 44 (2019)
Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand
Applying genetic improvement to a genetic programming library in C++. Soft Comput. 23 (22) (2019)
Luis Muñoz, Leonardo Trujillo, Sara Silva, Mauro Castelli, Leonardo Vanneschi
Evolving multidimensional transformations for symbolic regression with M3GP. Memetic Comput. 11 (2) (2019)
Leonardo Vanneschi, Mauro Castelli, Kristen M. Scott, Leonardo Trujillo
Alignment-based genetic programming for real life applications. Swarm Evol. Comput. 44 (2019)
José Alejandro Galaviz-Aguilar, Patrick Roblin, José Ricardo Cárdenas-Valdez, Emigdio Z.-Flores, Leonardo Trujillo, José-Cruz Nuñez Pérez, Oliver Schütze
Comparison of a genetic programming approach with ANFIS for power amplifier behavioral modeling and FPGA implementation. Soft Comput. 23 (7) (2019)
Perla Juárez-Smith, Leonardo Trujillo, Mario García Valdez, Francisco Fernández de Vega, Francisco Chávez de la O
Local search in speciation-based bloat control for genetic programming. Genet. Program. Evolvable Mach. 20 (3) (2019)
Josué Enríquez-Zárate, Leonardo Trujillo, G. K. Toledo-Ramírez, Ángel J. Ramos-Cirilo, Carlos Hernández
Optimization of PPF Control of a Building-like Structure for Vibration Control. Computación y Sistemas 22 (2) (2018)
Leonardo Trujillo, Yazmín Maldonado, Oliver Schuetze
Editorial. Computación y Sistemas 22 (2) (2018)
Uriel López, Leonardo Trujillo, Pierrick Legrand
Filtering Outliers in One Step with Genetic Programming. PPSN (1) (2018)
Francisco Chávez de la O, Francisco Fernández de Vega, Daniel Lanza, César Benavides-Álvarez, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso
Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition. Int. J. High Perform. Comput. Appl. 32 (5) (2018)
Juan Carlos Dibene, Kenia Picos, Víctor H. Díaz-Ramírez, Leonardo Trujillo
Estimation of the 3D Pose of an Object Using Correlation Filters and CMA-ES. EvoApplications (2018)
Leonardo Trujillo, Luis Muñoz, Uriel López, Daniel E. Hernández
Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal. GPTP (2018)
Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli
A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP. Complex. 2018 (2018)
Leonardo Trujillo, Arnaud Meyroneinc, Kilver Campos, Otto Rendón, Leonardo Di G. Sigalotti
Autonomous choices among deterministic evolution-laws as source of uncertainty. Commun. Nonlinear Sci. Numer. Simul. 56 (2018)
Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand
Novelty search for software improvement of a SLAM system. GECCO (Companion) (2018)
Noelia Torres, Leonardo Trujillo, Yazmín Maldonado
Modeling Uncertainty for the Double Standard Model Using a Fuzzy Inference System. Frontiers Robotics AI 5 (2018)
Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonçalves, Leonardo Vanneschi
Towards the development of a complete GP system on an FPGA using geometric semantic operators. CEC (2017)
Mauro Castelli, Leonardo Vanneschi, Leonardo Trujillo, Ales Popovic
Stock index return forecasting: semantics-based genetic programming with local search optimiser. Int. J. Bio Inspired Comput. 10 (3) (2017)
Josué Enríquez-Zárate, Leonardo Trujillo, Salvador de Lara, Mauro Castelli, Emigdio Z.-Flores, Luis Muñoz, Ales Popovic
Automatic modeling of a gas turbine using genetic programming: An experimental study. Appl. Soft Comput. 50 (2017)
Enrique Naredo, Paulo Urbano, Leonardo Trujillo
The training set and generalization in grammatical evolution for autonomous agent navigation. Soft Comput. 21 (15) (2017)
Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. Artificial Evolution (2017)
Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
Dynamic GP fitness cases in static and dynamic optimisation problems. GECCO (Companion) (2017)
Uriel López, Leonardo Trujillo, Yuliana Martínez, Pierrick Legrand, Enrique Naredo, Sara Silva
RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming. EuroGP (2017)
Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo, Ales Popovic
An evolutionary system for ozone concentration forecasting. Inf. Syst. Frontiers 19 (5) (2017)
Mauro Castelli, Raul Sormani, Leonardo Trujillo, Ales Popovic
Predicting per capita violent crimes in urban areas: an artificial intelligence approach. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Juan Carlos Dibene, Yazmín Maldonado, Carlos Vera, Maurício C. de Oliveira, Leonardo Trujillo, Oliver Schütze
Optimizing the location of ambulances in Tijuana, Mexico. Comput. Biol. Medicine 80 (2017)
Darian Reyes Fernández de Bulnes, Juan Carlos Dibene, Yazmín Maldonado, Leonardo Trujillo
High-Level Synthesis through metaheuristics and LUTs optimization in FPGA devices. AI Commun. 30 (2) (2017)
Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Uriel López
A comparison of fitness-case sampling methods for genetic programming. J. Exp. Theor. Artif. Intell. 29 (6) (2017)
Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo
Random Tree Generator for an FPGA-based Genetic Programming System. GECCO (Companion) (2016)
Yuliana Martínez, Leonardo Trujillo, Pierrick Legrand, Edgar Galván López
Prediction of expected performance for a genetic programming classifier. Genet. Program. Evolvable Mach. 17 (4) (2016)
Leonardo Trujillo, Emigdio Z.-Flores, Perla S. Juárez-Smith, Pierrick Legrand, Sara Silva, Mauro Castelli, Leonardo Vanneschi, Oliver Schütze, Luis Muñoz
Local Search is Underused in Genetic Programming. GPTP (2016)
Stefano Beretta, Mauro Castelli, Yuliana Martínez, Luis Muñoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli
A Machine Learning Approach for the Integration of miRNA-Target Predictions. PDP (2016)
Angel Pozos, Edgar Castillo, Miguel Chavez, Leonardo Trujillo
Modeling micro-channel plates as astronomical detectors of UV radiation. CCE (2016)
Francisco Chávez de la O, Francisco Fernández, César Benavides-Álvarez, Daniel Lanza, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso
ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms. EvoApplications (2) (2016)
Perla Juárez-Smith, Leonardo Trujillo
Integrating Local Search within neat-GP. GECCO (Companion) (2016)
Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Sara Silva, Luis Muñoz
Evolving genetic programming classifiers with novelty search. Inf. Sci. 369 (2016)
Enrique Naredo, Miguel Aurelio Duarte-Villaseñor, Manuel de Jesús García Ortega, Carlos E. Vázquez López, Leonardo Trujillo, Oscar S. Siordia
Novelty Search for the Synthesis of Current Followers. Computación y Sistemas 20 (4) (2016)
Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Ales Popovic
Prediction of relative position of CT slices using a computational intelligence system. Appl. Soft Comput. 46 (2016)
Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand, Gustavo Olague
Genetic Programming: From Design to Improved Implementation. GECCO (Companion) (2016)
Leonardo Trujillo, Luis Muñoz, Edgar Galván López, Sara Silva
neat Genetic Programming: Controlling bloat naturally. Inf. Sci. 333 (2016)
Edgar Galván López, Lucia Vázquez-Mendoza, Leonardo Trujillo
Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data. MICAI (2) (2016)
Mauro Castelli, Luca Manzoni, Ivo Gonçalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. IJCCI (ECTA) (2016)
Víctor R. López-López, Leonardo Trujillo, Pierrick Legrand, Víctor H. Díaz-Ramírez, Gustavo Olague
Comparison of Local Feature Extraction Paradigms Applied to Visual SLAM. Computación y Sistemas 20 (4) (2016)
Juan Carlos Dibene, Yazmín Maldonado, Carlos Vera, Leonardo Trujillo, Maurício C. de Oliveira, Oliver Schütze
The Ambulance Location Problem in Tijuana, Mexico. NEO (2015)
Sara Silva, Luis Muñoz, Leonardo Trujillo, Vijay Ingalalli, Mauro Castelli, Leonardo Vanneschi
Multiclass Classification Through Multidimensional Clustering. GPTP (2015)
Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi
Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer. Comput. Intell. Neurosci. 2015 (2015)
Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega, Gustavo Olague
The EvoSpace Model for Pool-Based Evolutionary Algorithms. J. Grid Comput. 13 (3) (2015)
Sergio Morales Pacheco, Oliver Schütze, Carlos Vera, Leonardo Trujillo, Yazmín Maldonado
Solving the ambulance location problem in Tijuana-Mexico using a continuous location model. CEC (2015)
Edgar Galván López, Marc Schoenauer, Constantinos Patsakis, Leonardo Trujillo
Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand. IJCCI (Selected Papers) (2015)
Luis Muñoz, Sara Silva, Leonardo Trujillo
M3GP - Multiclass Classification with GP. EuroGP (2015)
José Ricardo Cárdenas-Valdez, Emigdio Z.-Flores, José-Cruz Nuñez Pérez, Leonardo Trujillo
Local Search Approach to Genetic Programming for RF-PAs Modeling Implemented in FPGA. NEO (2015)
R. C. Gutiérrez-Urquídez, Guillermo Valencia-Palomo, Oscar M. Rodríguez-Elias, Leonardo Trujillo
Systematic selection of tuning parameters for efficient predictive controllers using a multiobjective evolutionary algorithm. Appl. Soft Comput. 31 (2015)
Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo
Automatic Random Tree Generator on FPGA. NEO (2015)
Daniel Lanza, Franciso de la O. Chávez, Francisco Fernández, Mario García Valdez, Leonardo Trujillo, Gustavo Olague
Profiting from Several Recommendation Algorithms Using a Scalable Approach. NEO (2015)
Leonardo Trujillo
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. 16 (4) (2015)
Laurent Vezard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Leonardo Trujillo
EEG classification for the detection of mental states. Appl. Soft Comput. 32 (2015)
Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Sara Silva, Emigdio Z.-Flores, Pierrick Legrand
Geometric Semantic Genetic Programming with Local Search. GECCO (2015)
Emigdio Z.-Flores, Leonardo Trujillo, Oliver Schütze, Pierrick Legrand
A Local Search Approach to Genetic Programming for Binary Classification. GECCO (2015)
José Parra Galaviz, Leonardo Trujillo, Patricia Melin
Hybrid back-propagation training with evolutionary strategies. Soft Comput. 18 (8) (2014)
Leonardo Trujillo, Luis Muñoz, Enrique Naredo, Yuliana Martínez
NEAT, There's No Bloat. EuroGP (2014)
Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega
Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm. PPSN (2014)
Paulo Urbano, Enrique Naredo, Leonardo Trujillo
Generalization in Maze Navigation Using Grammatical Evolution and Novelty Search. TPNC (2014)
Laurent Vezard, Marie Chavent, Pierrick Legrand, Frédérique Faïta-Aïnseba, Leonardo Trujillo
Detecting mental states of alertness with genetic algorithm variable selection. IEEE Congress on Evolutionary Computation (2013)
Enrique Naredo, Leonardo Trujillo, Yuliana Martínez
Searching for Novel Classifiers. EuroGP (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leonardo Trujillo