Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (29)

2024

  1. Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations

    Open Research Europe, Vol. 4

  2. Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks

    Engineering Applications of Artificial Intelligence, Vol. 133

2023

  1. A survey on machine learning for recurring concept drifting data streams

    Expert Systems with Applications, Vol. 213

2020

  1. Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators

    Expert Systems with Applications, Vol. 149

  2. IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems

    Expert Systems with Applications, Vol. 142

2019

  1. A comparison of machine learning and deep learning techniques for activity recognition using mobile devices

    Sensors (Switzerland), Vol. 19, Núm. 3

  2. Incremental market behavior classification in presence of recurring concepts

    Entropy, Vol. 21, Núm. 1

2018

  1. Grid-enabled evolution strategies for large-scale home care crew scheduling

    Cluster Computing, Vol. 21, Núm. 2

  2. 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, Vol. 15, Núm. 3

  3. System steganalysis with automatic fingerprint extraction

    PLoS ONE, Vol. 13, Núm. 4

  4. UC3M-UKENT Stegoanalysis data archive

    e-cienciaDatos

2017

  1. An online classification algorithm for large scale data streams: iGNGSVM

    Neurocomputing, Vol. 262, pp. 67-76

  2. Clustering technique for large-scale home care crew scheduling problems

    Applied Intelligence, Vol. 47, Núm. 2, pp. 443-455

  3. Efficient dynamic resampling for dominance-based multiobjective evolutionary optimization

    Engineering Optimization, Vol. 49, Núm. 2, pp. 311-327

  4. Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks

    Information Sciences, Vol. 418-419, pp. 363-382

2013

  1. Large-scale home care crew scheduling with a parallel evolutionary algorithm

    2013 EIGHTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC 2013)

  2. Learning from Non-Stationary Data using a Growing Network of Prototypes

    2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  3. Learning from non-stationary data using a growing network of prototypes

    2013 IEEE Congress on Evolutionary Computation, CEC 2013

2012

  1. A novel multiobjective formulation of the robust software project scheduling problem

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010

  1. Optimizing the DFCN broadcast protocol with a parallel cooperative strategy of multi-objective evolutionary algorithms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)