Leonardo Trujillo

Orcid: 0000-0003-1812-5736

According to our database1, Leonardo Trujillo authored at least 145 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Introduction to special issue on highlights of genetic programming 2022 events.
Genet. Program. Evolvable Mach., June, 2024

Geometric semantic genetic programming with normalized and standardized random programs.
Genet. Program. Evolvable Mach., June, 2024

2023
Domain-adaptive pre-training on a BERT model for the automatic detection of misogynistic tweets in Spanish.
Soc. Netw. Anal. Min., December, 2023

Introduction to the peer commentary special section on "Jaws 30" by W. B. Langdon.
Genet. Program. Evolvable Mach., December, 2023

Predicting the success of transfer learning for genetic programming using DeepInsight feature space alignment.
AI Commun., 2023

2022
Getting higher on rugged landscapes: Inversion mutations open access to fitter adaptive peaks in NK fitness landscapes.
PLoS Comput. Biol., October, 2022

Prepare for Ludicrous Speed: Marker-based Instantaneous Binocular Rolling Shutter Localization.
IEEE Trans. Vis. Comput. Graph., 2022

GSGP-CUDA - A CUDA framework for Geometric Semantic Genetic Programming.
SoftwareX, 2022

Editorial Introduction.
Genet. Program. Evolvable Mach., 2022

Towards fast approximations for the hypervolume indicator for multi-objective optimization problems by Genetic Programming.
Appl. Soft Comput., 2022

Semantics in Multi-objective Genetic Programming.
Appl. Soft Comput., 2022

Highlights of semantics in multi-objective genetic programming.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
A Novel Approach For Search-Based Program Repair.
IEEE Softw., 2021

Plotting time: On the usage of CNNs for time series classification.
CoRR, 2021

Correction of the travel time estimation for ambulances of the red cross Tijuana using machine learning.
Comput. Biol. Medicine, 2021

A Systematic Review of Computer Science Solutions for Addressing Violence Against Women and Children.
IEEE Access, 2021

Simulating short- and long-term evolutionary dynamics on rugged landscapes.
Proceedings of the 2021 Conference on Artificial Life, 2021

Random Selection of Parameters in Asynchronous Pool-Based Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Development of Multiobjective High-Level Synthesis for FPGAs.
Sci. Program., 2020

On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race.
Soft Comput., 2020

SOAP: Semantic outliers automatic preprocessing.
Inf. Sci., 2020

Transfer learning in constructive induction with Genetic Programming.
Genet. Program. Evolvable Mach., 2020

Special Issue on Integrating numerical optimization methods with genetic programming.
Genet. Program. Evolvable Mach., 2020

Towards an automatic coding of observational studies: Coding neurofeedback therapies of children with autism.
Expert Syst. J. Knowl. Eng., 2020

Modelling the vibration response of a gas turbine using machine learning.
Expert Syst. J. Knowl. Eng., 2020

Comparative analysis of relocation strategies for ambulances in the city of Tijuana, Mexico.
Comput. Biol. Medicine, 2020

EEG Feature Extraction Using Genetic Programming for the Classification of Mental States.
Algorithms, 2020

Novelty search for automatic bug repair.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

General controllers evolved through grammatical evolution with a divergent search.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Unlabeled multi-target regression with genetic programming.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Is k Nearest Neighbours Regression Better Than GP?
Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019
Alignment-based genetic programming for real life applications.
Swarm Evol. Comput., 2019

Design of estimators for restoration of images degraded by haze using genetic programming.
Swarm Evol. Comput., 2019

Applying genetic improvement to a genetic programming library in C++.
Soft Comput., 2019

Comparison of a genetic programming approach with ANFIS for power amplifier behavioral modeling and FPGA implementation.
Soft Comput., 2019

Evolving multidimensional transformations for symbolic regression with M3GP.
Memetic Comput., 2019

Local search in speciation-based bloat control for genetic programming.
Genet. Program. Evolvable Mach., 2019

2018
Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition.
Int. J. High Perform. Comput. Appl., 2018

Modeling Uncertainty for the Double Standard Model Using a Fuzzy Inference System.
Frontiers Robotics AI, 2018

Editorial.
Computación y Sistemas, 2018

Optimization of PPF Control of a Building-like Structure for Vibration Control.
Computación y Sistemas, 2018

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP.
Complex., 2018

Autonomous choices among deterministic evolution-laws as source of uncertainty.
Commun. Nonlinear Sci. Numer. Simul., 2018

Filtering Outliers in One Step with Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal.
Proceedings of the Genetic Programming Theory and Practice XVI, 2018

Novelty search for software improvement of a SLAM system.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Estimation of the 3D Pose of an Object Using Correlation Filters and CMA-ES.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
The training set and generalization in grammatical evolution for autonomous agent navigation.
Soft Comput., 2017

A comparison of fitness-case sampling methods for genetic programming.
J. Exp. Theor. Artif. Intell., 2017

Predicting per capita violent crimes in urban areas: an artificial intelligence approach.
J. Ambient Intell. Humaniz. Comput., 2017

An evolutionary system for ozone concentration forecasting.
Inf. Syst. Frontiers, 2017

Stock index return forecasting: semantics-based genetic programming with local search optimiser.
Int. J. Bio Inspired Comput., 2017

Optimizing the location of ambulances in Tijuana, Mexico.
Comput. Biol. Medicine, 2017

Automatic modeling of a gas turbine using genetic programming: An experimental study.
Appl. Soft Comput., 2017

High-Level Synthesis through metaheuristics and LUTs optimization in FPGA devices.
AI Commun., 2017

Dynamic GP fitness cases in static and dynamic optimisation problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming.
Proceedings of the Genetic Programming - 20th European Conference, 2017

Towards the development of a complete GP system on an FPGA using geometric semantic operators.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems.
Proceedings of the Artificial Evolution, 2017

2016
neat Genetic Programming: Controlling bloat naturally.
Inf. Sci., 2016

Evolving genetic programming classifiers with novelty search.
Inf. Sci., 2016

Prediction of expected performance for a genetic programming classifier.
Genet. Program. Evolvable Mach., 2016

Novelty Search for the Synthesis of Current Followers.
Computación y Sistemas, 2016

Comparison of Local Feature Extraction Paradigms Applied to Visual SLAM.
Computación y Sistemas, 2016

Prediction of relative position of CT slices using a computational intelligence system.
Appl. Soft Comput., 2016

A Machine Learning Approach for the Integration of miRNA-Target Predictions.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data.
Proceedings of the Advances in Soft Computing, 2016

An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

Modeling micro-channel plates as astronomical detectors of UV radiation.
Proceedings of the 13th International Conference on Electrical Engineering, 2016

Local Search is Underused in Genetic Programming.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Genetic Programming: From Design to Improved Implementation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Integrating Local Search within neat-GP.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Random Tree Generator for an FPGA-based Genetic Programming System.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
The EvoSpace Model for Pool-Based Evolutionary Algorithms.
J. Grid Comput., 2015

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., 2015

Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer.
Comput. Intell. Neurosci., 2015

EEG classification for the detection of mental states.
Appl. Soft Comput., 2015

Systematic selection of tuning parameters for efficient predictive controllers using a multiobjective evolutionary algorithm.
Appl. Soft Comput., 2015

Profiting from Several Recommendation Algorithms Using a Scalable Approach.
Proceedings of the NEO 2015, 2015

Automatic Random Tree Generator on FPGA.
Proceedings of the NEO 2015, 2015

The Ambulance Location Problem in Tijuana, Mexico.
Proceedings of the NEO 2015, 2015

Local Search Approach to Genetic Programming for RF-PAs Modeling Implemented in FPGA.
Proceedings of the NEO 2015, 2015

Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand.
Proceedings of the Computational Intelligence - International Joint Conference, 2015

A Local Search Approach to Genetic Programming for Binary Classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Geometric Semantic Genetic Programming with Local Search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

M3GP - Multiclass Classification with GP.
Proceedings of the Genetic Programming - 18th European Conference, 2015

Solving the ambulance location problem in Tijuana-Mexico using a continuous location model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Hybrid back-propagation training with evolutionary strategies.
Soft Comput., 2014

Generalization in Maze Navigation Using Grammatical Evolution and Novelty Search.
Proceedings of the Theory and Practice of Natural Computing, 2014

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

NEAT, There's No Bloat.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
Customizable execution environments for evolutionary computation using BOINC + virtualization.
Nat. Comput., 2013

Identification of epilepsy stages from ECoG using genetic programming classifiers.
Comput. Biol. Medicine, 2013

EvoSpace-i: a framework for interactive evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A behavior-based analysis of modal problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Searching for novel clustering programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2013

EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Searching for Novel Classifiers.
Proceedings of the Genetic Programming - 16th European Conference, 2013

Detecting mental states of alertness with genetic algorithm variable selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Is there a free lunch for cloud-based evolutionary algorithms?
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Fireworks: Evolutionary art project based on EvoSpace-interactive.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Searching for novel regression functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
An image analysis procedure for measuring the surface tension of pendant micro-drops.
J. Comput. Methods Sci. Eng., 2012

Evolving estimators of the pointwise Hölder exponent with Genetic Programming.
Inf. Sci., 2012

Interest point detection through multiobjective genetic programming.
Appl. Soft Comput., 2012

A comparative study of an evolvability indicator and a predictor of expected performance for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Classification of EEG Signals by an Evolutionary Algorithm.
Proceedings of the Advances in Knowledge Discovery and Management, 2012

Analysis and Classification of Epilepsy Stages with Genetic Programming.
Proceedings of the EVOLVE, 2012

Disparity Map Estimation by Combining Cost Volume Measures Using Genetic Programming.
Proceedings of the EVOLVE, 2012

Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty.
Proceedings of the EVOLVE, 2012

2011
Genetic programming with one-point crossover and subtree mutation for effective problem solving and bloat control.
Soft Comput., 2011

Speciation in Behavioral Space for Evolutionary Robotics.
J. Intell. Robotic Syst., 2011

Evolutionary-computer-assisted design of image operators that detect interest points using genetic programming.
Image Vis. Comput., 2011

How many neurons?: a genetic programming answer.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Predicting problem difficulty for genetic programming applied to data classification.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Estimating Classifier Performance with Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies.
Proceedings of the Soft Computing for Recognition Based on Biometrics, 2010

The estimation of hölderian regularity using genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Optimization of the hölder image descriptor using a genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Backpropagation learning with a (1+1) ES.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
A Genetic Programming Approach to the Design of Interest Point Operators.
Proceedings of the Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009

Modular Neural Networks with Fuzzy Response Integration for Signature Recognition.
Proceedings of the Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009

Signature Recognition with a Hybrid Approach Combining Modular Neural Networks and Fuzzy Logic for Response Integration.
Proceedings of the Evolutionary Design of Intelligent Systems in Modeling, 2009

An adaptive SPH method for strong shocks.
J. Comput. Phys., 2009

Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

2008
Automated Design of Image Operators that Detect Interest Points.
Evol. Comput., 2008

Increasing GP Computing Power via Volunteer Computing
CoRR, 2008

Multiobjective design of operators that detect points of interest in images.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Behavior-based speciation for evolutionary robotics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Selecting Local Region Descriptors with a Genetic Algorithm for Real-World Place Recognition.
Proceedings of the Applications of Evolutionary Computing, 2008

Discovering Several Robot Behaviors through Speciation.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots.
Soft Comput., 2007

Visual learning of texture descriptors for facial expression recognition in thermal imagery.
Comput. Vis. Image Underst., 2007

Scale Invariance for Evolved Interest Operators.
Proceedings of the Applications of Evolutinary Computing, 2007

Multiclass Object Recognition Based on Texture Linear Genetic Programming.
Proceedings of the Applications of Evolutinary Computing, 2007

Evolutionary Feature Selection for Probabilistic Object Recognition, Novel Object Detection and Object Saliency Estimation using GMMs.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Using Evolution to Learn How to Perform Interest Point Detection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Synthesis of interest point detectors through genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005
Automatic Feature Localization in Thermal Images for Facial Expression Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
Autonomous Mobile Robot Path Planning Optimization Using Multiple Objective Genetic Algorithms.
Proceedings of the International Conference on Artificial Intelligence, 2004

2000
Absolutely Unpredictable Chaotic Sequences.
Int. J. Bifurc. Chaos, 2000


  Loading...