Publications by the researcher in collaboration with Yago Sáez Achaerandio (22)

2022

  1. AWS PredSpot: Machine learning for predicting the price of spot instances in AWS cloud

    IJIMAI, Vol. 7, Núm. 3, pp. 65-74

2020

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

    Expert Systems with Applications, Vol. 142

  2. On the automated, evolutionary design of neural networks: past, present, and future

    Neural Computing and Applications, Vol. 32, Núm. 2, pp. 519-545

2019

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

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

  2. A survey of handwritten character recognition with MNIST and EMNIST

    Applied Sciences (Switzerland), Vol. 9, Núm. 15

  3. Coin.AI: A proof-of-useful-work scheme for blockchain-based distributed deep learning

    Entropy, Vol. 21, Núm. 8

  4. Hybridizing evolutionary computation and deep neural networks: An approach to handwriting recognition using committees and transfer learning

    Complexity, Vol. 2019

2018

  1. DataCare: Big Data Analytics Solution for Intelligent Healthcare Management

    IJIMAI, Vol. 4, Núm. 7, pp. 13-20

  2. Evolutionary convolutional neural networks: An application to handwriting recognition

    Neurocomputing, Vol. 283, pp. 38-52

  3. Evolutionary design of convolutional neural networks for human activity recognition in sensor-rich environments

    Sensors (Switzerland), Vol. 18, Núm. 4

  4. 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

  5. Model Selection in Committees of Evolved Convolutional Neural Networks Using Genetic Algorithms

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

2017

  1. A comparison study of classifier algorithms for cross-person physical activity recognition

    Sensors (Switzerland), Vol. 17, Núm. 1

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

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

  3. Feature Selection for Physical Activity Recognition Using Genetic Algorithms

    2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  4. Feature selection for physical activity recognition using genetic algorithms

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

2016

  1. Exploring the Application of Hybrid Evolutionary Computation Techniques to Physical Activity Recognition

    PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'16 COMPANION)

2008

  1. Driving cars by means of genetic algorithms

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

2007

  1. Human mosaic creation through agents and interactive genetic algorithms applied to videogames movements

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

2003

  1. Genetic algorithms for the generation of models with micropopulations

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2611, pp. 570-580