Pedro A. Castillo
Orcid: 0000-0002-5258-0620Affiliations:
- University of Granada, Department of Computer Architecture and Technlogy, Spain
According to our database1,
Pedro A. Castillo
authored at least 199 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
Chatbots and messaging platforms in the classroom: An analysis from the teacher's perspective.
Educ. Inf. Technol., February, 2024
Effects of term weighting approach with and without stop words removing on Arabic text classification.
CoRR, 2024
Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution.
CoRR, 2024
An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron.
CoRR, 2024
A Systematic Literature Review on Task Allocation and Performance Management Techniques in Cloud Data Center.
CoRR, 2024
2023
A new approach for solving global optimization and engineering problems based on modified sea horse optimizer.
J. Comput. Des. Eng., December, 2023
A bio-medical snake optimizer system driven by logarithmic surviving global search for optimizing feature selection and its application for disorder recognition.
J. Comput. Des. Eng., November, 2023
Challenges and Limitation Analysis of an IoT-Dependent System for Deployment in Smart Healthcare Using Communication Standards Features.
Sensors, 2023
Proceedings of the Artificial Life and Evolutionary Computation, 2023
Proceedings of the Advances in Computational Intelligence, 2023
An Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads.
Proceedings of the 18th International Conference on Software Technologies, 2023
2022
Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach.
J. Ambient Intell. Humaniz. Comput., 2022
Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings.
IEEE Access, 2022
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022
Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective.
Proceedings of the Learning and Collaboration Technologies. Novel Technological Environments, 2022
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
2021
SN Comput. Sci., 2021
The growth of COVID-19 scientific literature: A forecast analysis of different daily time series in specific settings.
CoRR, 2021
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems.
IEEE Access, 2021
Comparing the Performance of Deep Learning Methods to Predict Companies' Financial Failure.
IEEE Access, 2021
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization.
IEEE Access, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021
Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies.
Proceedings of the Learning and Collaboration Technologies: Games and Virtual Environments for Learning, 2021
Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection.
Proceedings of the Applications of Evolutionary Computation, 2021
2020
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market.
Prog. Artif. Intell., 2020
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market.
Prog. Artif. Intell., 2020
Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting.
IEEE Access, 2020
Detection and Analysis of Anomalies in People Density and Mobility Through Wireless Smartphone Tracking.
IEEE Access, 2020
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Distributed multi-objective evolutionary optimization using island-based selective operator application.
Appl. Soft Comput., 2019
Proceedings of the Applied Computer Sciences in Engineering, 2019
A bibliometric study of the research area of videogames using Dimensions.ai database.
Proceedings of the 7th International Conference on Information Technology and Quantitative Management, 2019
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019
Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Applications of Evolutionary Computation, 2019
A New Approach for Search Engine Optimization based Case Based Reasoning to detect user's intent.
Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019
2018
Int. J. Artif. Intell. Soft Comput., 2018
From ephemeral computing to deep bioinspired algorithms: New trends and applications.
Future Gener. Comput. Syst., 2018
A fuzzy rule-based system to predict energy consumption of genetic programming algorithms.
Comput. Sci. Inf. Syst., 2018
The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018
Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment.
Knowl. Based Syst., 2017
Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back.
Frontiers Robotics AI, 2017
Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system.
Future Gener. Comput. Syst., 2017
Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game.
Entertain. Comput., 2017
Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior.
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS - Towards Energy-Aware Bioinspired Algorithms.
Proceedings of the Progress in Artificial Intelligence, 2017
Proceedings of the Fourteenth European Conference Artificial Life, 2017
2016
Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man.
IEEE Trans. Comput. Intell. AI Games, 2016
The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments.
Trans. Comput. Collect. Intell., 2016
Trans. Comput. Collect. Intell., 2016
A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic.
Int. J. Concept. Struct. Smart Appl., 2016
NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results.
CoRR, 2016
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters.
Appl. Soft Comput., 2016
Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets.
Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 2016
A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Simulation Approach for Optimal Maintenance Intervals Estimation of Electronic Devices.
Proceedings of the Automation Control Theory Perspectives in Intelligent Systems, 2016
Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016
A comparison of implementations of basic evolutionary algorithm operations in different languages.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Int. J. Creative Interfaces Comput. Graph., 2015
Corporate security solutions for BYOD: A novel user-centric and self-adaptive system.
Comput. Commun., 2015
Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process.
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Proceedings 2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2015
2014
Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines.
Evol. Intell., 2014
Proceedings of the ECTA 2014, 2014
Proceedings of the Intelligent Distributed Computing VIII, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Proceedings of the Proceedings 1st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2014
2013
Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal.
Soft Comput., 2013
Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm.
Intell. Data Anal., 2013
hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem.
Comput. Oper. Res., 2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
IEEE Trans. Educ., 2012
Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools.
Appl. Intell., 2012
2011
J. Syst. Archit., 2011
Proceedings of the IEEE First Symposium on Network/Cloud Computing and Applications, 2011
Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Proceedings of the Parallel and Distributed Computational Intelligence, 2010
Soft Comput., 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009
2008
Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers.
Soft Comput., 2008
Int. J. High Perform. Syst. Archit., 2008
Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification.
Inteligencia Artif., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Applications of Evolutionary Computing, 2008
P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems.
Proceedings of the Euro-Par 2008, 2008
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008
Evolutionary system for prediction and optimization of hardware architecture performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters.
Inf. Sci., 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Exploring selection mechanisms for an agent-based distributed evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield.
Proceedings of the Applications of Evolutinary Computing, 2007
Proceedings of the Applications of Evolutinary Computing, 2007
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007
2006
CoRR, 2006
CoRR, 2006
Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind.
Appl. Soft Comput., 2006
Inteligencia Artif., 2006
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification.
Proceedings of the Parallel Problem Solving from Nature, 2006
2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004
Proceedings of the Genetic Programming, 7th European Conference, 2004
2003
Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
Statistical analysis of the main parameters involved in the design of a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2002
IEEE Trans. Neural Networks, 2002
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP.
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
JEO: Java Evolving Objects.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
2001
Inteligencia Artif., 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the Connectionist Models of Neurons, 2001
2000
Neurocomputing, 2000
Proceedings of the Parallel Problem Solving from Nature, 2000
1999
Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999