sample of publications

• articles 

  • Longitudinal segmented analysis of Internet usage and well-being among older adults.  International Journal of Interactive Multimedia and Artificial Intelligence.  8:168-176. 2024
  • Electricity market integration and impact of renewable energy sources in the Central Western Europe region: Evolution since the implementation of the Flow-Based Market Coupling mechanism.  Energy Reports.  8:1768-1788. 2022
  • Combinatorial versus sequential auctions to allocate PPP highway projects.  Transport Policy.  117:23-39. 2022
  • AWS PredSpot: Machine Learning for Predicting the Price of Spot Instances in AWS Cloud.  International Journal of Interactive Multimedia and Artificial Intelligence.  7:65-74. 2022
  • Association of porcine swine leukocyte antigen (Sla) haplotypes with b-and t-cell immune response to foot-and-mouth disease virus (fmdv) peptides.  Vaccines.  8:1-16. 2020
  • IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems.  EXPERT SYSTEMS WITH APPLICATIONS.  142:1-16. 2020
  • Integration in the European electricity market: A machine learning-based convergence analysis for the Central Western Europe region.  Energy Policy.  132:549-566. 2019
  • A survey of handwritten character recognition with MNIST and EMNIST.  Applied Sciences-Basel.  9:1-16. 2019
  • Coin.AI: A proof-of-useful-work scheme for blockchain-based distributed deep learning.  Entropy.  21:1-17. 2019
  • Synthetic and real data sets for benchmarking non-cryptographic hash functions.  Data in Brief.  25. 2019
  • Evolutionary hash functions for specific domains.  APPLIED SOFT COMPUTING.  78:58-69. 2019
  • On the Automated, Evolutionary Design of Neural Networks-Past, Present, and Future.  NEURAL COMPUTING & APPLICATIONS.  519-545. 2019
  • Hybridizing Evolutionary Computation and Deep Neural Networks: An Approach to Handwriting Recognition Using Committees and Transfer Learning.  COMPLEXITY.  2019. 2019
  • A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices.  SENSORS.  19. 2019
  • TV Series and Social Media: Powerful Engagement Factors in Mobile Video Games.  International Journal of Interactive Multimedia and Artificial Intelligence.  5:46-55. 2018
  • Evolutionary Design of Convolutional Neural Networks for Human Activity Recognition in Sensor-Rich Environments.  SENSORS.  18. 2018
  • Evolutionary convolutional neural networks: An application to handwriting recognition.  NEUROCOMPUTING.  283:38-52. 2018
  • Internet Use and Psychological Well-Being at Advanced Age: Evidence from the English Longitudinal Study of Aging.  International Journal of Environmental Research and Public Health.  15. 2018
  • Clustering technique for large-scale home care crew scheduling problems.  APPLIED INTELLIGENCE.  47:443-455. 2017
  • A review of radio spectrum combinatorial clock auctions.  TELECOMMUNICATIONS POLICY.  41:303-324. 2017
  • Random Forest Prediction of IPO Underpricing.  Applied Sciences-Basel.  7. 2017
  • DataCare: big data analytics solution for intelligent healthcare management.  International Journal of Interactive Multimedia and Artificial Intelligence.  4:13-20. 2017
  • A Comparison Study of Classifier Algorithms for Cross-Person Physical Activity Recognition.  SENSORS.  17. 2017
  • A model-driven approach to generate and deploy videogames on multiple platforms.  Journal of Ambient Intelligence and Humanized Computing.  8:435-447. 2016
  • Real-Time Prediction of Gamers Behavior Using Variable Order Markov and Big Data Technology: A Case of Study..  International Journal of Interactive Multimedia and Artificial Intelligence.  3:44-51. 2016
  • Automatic design of noncryptographic hash functions using genetic programming.  COMPUTATIONAL INTELLIGENCE.  30:798-831. 2014
  • Performance of the most common non-cryptographic hash functions.  SOFTWARE-PRACTICE & EXPERIENCE.  44:681-698. 2014
  • AntBot: Ant Colonies for Video Games.  IEEE Transactions on Computational Intelligence and AI in Games.  4:295-308. 2012
  • Exploring pricing rules in combinatorial sealed-bid auctions.  JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION.  82:462-478. 2012
  • Simulating digital dividend auctions: Service neutrality versus dedicated licences.  TELEMATICS AND INFORMATICS.  29:11-25. 2012
  • The 2009 Simulated Car Racing Championship.  IEEE Transactions on Computational Intelligence and AI in Games.  2:131-147. 2010
  • Benchmarking a Wide Spectrum of Metaheuristic Techniques for the Radio Network Design Problem.  IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION.  13:1133-1150. 2009
  • Early Bankruptcy Prediction Using ENPC.  APPLIED INTELLIGENCE.  29:157-161. 2008
  • Soft Computing Techniques Applied to Finance.  APPLIED INTELLIGENCE.  29:111-115. 2008

• book chapters 

  • Multi-Unit Auction Analysis by Means of Agent-Based Computational Economics. In: Artificial Economics: The Generative Method in Economics.  SPRINGER. 93-101. 2009
  • Optimization by Using GAs with Micropopulations. In: Optimization Techniques for Solving Complex Problems 2009
  • The Radio Network Design Optimization Problem. Benchmarking and State-of-the-Art Solvers. In: Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications.  219-260. 2009

• books 

  • Understanding auctions.  SPRINGER. 2015

• conference contributions 

  • Model Selection in Committees of Evolved Convolutional Neural Networks using Genetic Algorithms.  364-373. 2019
  • Feature Selection for Physical Activity Recognition Using Genetic Algorithms.  2185-2192. 2017
  • Exploring the Application of Hybrid Evolutionary Computation Techniques to Physical Activity Recognition.  1377-1384. 2016
  • An Efficient and Scalable Recommender System for the Smart Web.  296-301. 2015
  • An approach to physical rehabilitation using state-of-the-art virtual reality and motion tracking technologies.  10-16. 2015
  • Feature set optimization for physical activity recognition using genetic algorithms.  1311-1318. 2015
  • Learning Levels of Mario AI Using Genetic Algorithms.  267-277. 2015
  • Monte Carlo schemata searching for physical activity recognition.  176-183. 2015
  • A Scalable Machine Learning Online Service for Big Data Real-Time Analysis.  1-8. 2014
  • An Evolutionary Approach to the Index Selection Problem.  485-490. 2011
  • A Study of the Effects of Clustering and Local Search on Radio Network Design: Evolutionary Computation Approaches 2008
  • Driving Cars by Means of Genetic Algorithms 2008
  • Evolving a Rule System Controller for Automatic Driving in a Car Racing Competition 2008
  • Feasibility Study for a Recommendation System for E-Learning Environments Application 2008
  • Testing BOI and BOB Algorithms for Solving the Winner Determination Problem in Radio Spectrum Auctions 2008
  • The WCCI 2008 Simulated Car Racing Competition 2008