sample of publications

• articles 

  • Non-elective caesarean section risk assessment using Machine Learning techniques = Evaluación del riesgo de cesárea no electiva mediante técnicas de Machine Learning.  Clinica e Investigacion en Ginecologia y Obstetricia.  51:1-10. 2024
  • Consideraciones técnicas y jurídicas para la automatización de la actuación administrativa de los entes locales.  Revista Iberoamericana de Gobierno Local.  2023
  • Seamless Transition From Machine Learning on the Cloud to Industrial Edge Devices With Thinger.io.  IEEE Internet of Things Journal.  10:16548-16563. 2023
  • CONEqNet: convolutional music equalizer network.  MULTIMEDIA TOOLS AND APPLICATIONS.  82:3911-3930. 2023
  • MAMOM: Multicriteria Attribution Model for Online Marketing.  INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING.  1-23. 2022
  • A super-resolution enhancement of UAV images based on a convolutional neural network for mobile devices.  Personal and Ubiquitous Computing.  26:1193-1204. 2022
  • LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification.  International Journal of Interactive Multimedia and Artificial Intelligence.  7:121-131. 2022
  • The application of analytic hierarchy process to implement collaborative governance process: The allocation of the urban structural funds in the city of Madrid.  Journal of Multi-Criteria Decision Analysis.  28:18-33. 2021
  • Minimum Relevant Features to Obtain Explainable Systems for Predicting Cardiovascular Disease Using the Statlog Data Set.  Applied Sciences-Basel.  11 (3):1-18. 2021
  • Optimization of the ISP parameters of a camera through differential evolution.  IEEE Access.  8:143479-143493. 2020
  • MONEDA: scalable multi-objective optimization with a neural network-based estimation of distribution algorithm.  JOURNAL OF GLOBAL OPTIMIZATION.  66:729-768. 2016
  • A stopping criterion for multi-objective optimization evolutionary algorithms.  INFORMATION SCIENCES.  367:700-718. 2016
  • Human action recognition with sparse classification and multiple-view learning.  EXPERT SYSTEMS.  31:354-364. 2014
  • A guided mutation operator for dynamic diversity enhancement in evolutionary strategies.  International Journal of Natural Computing Research.  4:20-39. 2014
  • Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm.  ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE.  68:247-273. 2013
  • A multi-objective approach for the segmentation issue.  ENGINEERING OPTIMIZATION.  44:267-287. 2012
  • InContexto: Multisensor Architecture to Obtain People Context from Smartphones.  International Journal of Distributed Sensor Networks.  2012:1-15. 2012
  • A probabilistic, discriminative and distributed system for the recognition of human actions from multiple views.  NEUROCOMPUTING.  75:78-87. 2012
  • Fuzzy region assignment for visual tracking.  SOFT COMPUTING.  15:1845-1864. 2011
  • Boosting video tracking performance by means of Tabu Search in Intelligent Visual Surveillance Systems.  JOURNAL OF HEURISTICS.  17:415-440. 2011
  • MB-GNG: Addressing drawbacks in multi-objective optimization estimation of distribution algorithms.  OPERATIONS RESEARCH LETTERS.  39:150-154. 2011
  • A Meta-level Evolutionary Strategy for Many-criteria Design: Application to Improving Tracking Filters.  ADVANCED ENGINEERING INFORMATICS.  23:243-252. 2009
  • Visual Data Association for Real-Time Video Tracking Using Genetic and Estimation of Distribution Algorithms.  INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY.  19:208-220. 2009
  • Effective Evolutionary Algorithms for Many-Specifications Attainment: Application to Air Traffic Control Tracking Filters.  IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION.  13:151-168. 2009

• book chapters 

  • Machine learning for smart tourism and retail. In: Research Anthology on Machine Learning Techniques, Methods, and Applications.  IGI GLOBAL. p. 753-p. 775. 2022
  • Data Fusion . In: Encyclopedia of Big Data Technologies.  SPRINGER. 2018
  • Java in Ambient Intelligence Applications. In: Java Software and Embedded Systems.  NOVA SCIENCE PUBLISHERS INC. 1-43. 2010
  • Solving Combinatorial Problems with Time Constrains using Estimation of Distribution Algorithms and Their Application in Video-Tracking Systems. In: New Achievements in Evolutionary Computation.  INTECH. 251-266. 2010
  • Los derechos humanos y las nuevas tecnologías. In: Entre la ética, la política y el derecho: estudios en homenaje al profesor Gregorio Peces-Barba. I, Entre la ética, la política y el derecho.  DYKINSON, S.L.. 933-946. 2008
  • Computational Intelligence in Visual Sensor Networks: Improving Video Processing Systems. In: Computational Intelligence in Multimedia Processing: Recent Advances.  SPRINGER. 351-377. 2008

• books 

  • Ciencia de datos : técnicas analíticas y aprendizaje analítico : en un enfoque práctico.  Altaria. 2018
  • Sistemas de Fusión de Datos e Información de Contexto. Fundamentos, Técnicas y Aplicaciones.  Editorial Académica Española. 2013

• conference contributions 

  • Smart song equalization based on the classification of musical genres.  186-195. 2020
  • A Convolutional Neural Network Model for Superresolution Enhancement of UAV Images.  992-997. 2019
  • Analysis of the Consumption of Household Appliances for the Detection of Anomalies in the Behaviour of Older People.  60-68. 2019
  • New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms.  229-240. 2019
  • A Propose Architecture for Situated Multi-agent Systems and Virtual Simulated Environments Applied to Educational Immersive Experiences.  413-423. 2017
  • Market Trends and Customer Segmentation for Data of Electronic Retail Store.  519-530. 2017
  • A Data Fusion Perspective on Human Motion Analysis Including Multiple Camera Applications.  149-158. 2013
  • An Alternative Archiving Technique for Evolutionary Polygonal Approximation.  68-73. 2013
  • Combining Machine Learning Techniques and Natural Language Processing to Infer Emotions Using Spanish Twitter Corpus.  149-157. 2013
  • Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization.  140-149. 2013
  • Multiobjective Local Search Techniques for Evolutionary Polygonal Approximation.  171-178. 2013
  • Comparing Features Extraction Techniques Using J48 for Activity Recognition on Mobile Phones.  141-150. 2012
  • ContextCare: Autonomous Video Surveillance System Using Multi-camera and Smartphones.  47-56. 2012
  • EmotionContext: User Emotion Dataset Using Smartphones.  371-374. 2012
  • Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue.  452-463. 2012
  • Mutagenesis as a Diversity Enhancer and Preserver in Evolution Strategies.  725-732. 2012
  • A Robust Memetic Algorithm with Self-Stopping Capabilities.  113-114. 2011
  • Improving the Accuracy of Action Classification Using View-Dependent Context Information.  136-143. 2011
  • Indicator-based MONEDA: A Comparative Study of Scalability with Respect to Decision Space Dimensions.  957-964. 2011
  • Integrating Multicamera Surveillance Systems into Multiagent Location Systems.  1-9. 2011
  • Multi-Objective Optimization with an Adaptive Resonance Theory-Based Estimation of Distribution Algorithm: A Comparative Study.  458-472. 2011
  • Multicamera Action Recognition with Canonical Correlation Analysis and Discriminative Sequence Classification.  491-500. 2011
  • inContexto: A Fusion Architecture to Obtain Mobile Context.  1803-1810. 2011
  • Advancing Model-Building for Many-Objective Optimization Estimation of Distribution Algorithms.  512-521. 2010
  • Fusion of Single View Soft k-NN Classifiers for Multicamera Human Action Recognition.  436-443. 2010
  • Introducing a Robust and Efficient Stopping Criterion for MOEA's.  4314-4321. 2010
  • Moving away from error-based learning in multi-objective estimation of distribution algorithms.  545-546. 2010
  • Multi-Sensor and Multi Agents Architecture for Indoor Location.  309-316. 2010
  • Piecewise Linear Representation Segmentation as a Multiobjective Optimization Problem.  267-274. 2010
  • Introducing MONEDA: Scalable Multiobjective Optimization with a Neural Estimation of Distribution Algorithm 2008
  • Model Building Algorithms for Multiobjective Edas: Directions for Improvement 2008
  • On the Process of Designing an Activity Recognition System using Symbolic and Subsymbolic Techniques 2008
  • Scalable Continuous Multiobjective Optimization with a Neural-based Estimation of Distribution Algorithm 2008
  • Solving Video-Association Problem with Explicit Evaluation of Hypothesis Using EDAS 2008