Publicaciones en colaboración con investigadoras/es de Universidad Politécnica de Madrid (98)

2024

  1. Machine Learning for Personality Type Classification on Textual Data

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

2023

  1. An ongoing review of speech emotion recognition

    Neurocomputing, Vol. 528, pp. 1-11

  2. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

2022

  1. A Hybrid Time-Distributed Deep Neural Architecture for Speech Emotion Recognition

    International Journal of Neural Systems, Vol. 32, Núm. 6

  2. Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 279-288

  3. Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning

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

  4. Deep transfer learning-based gaze tracking for behavioral activity recognition

    Neurocomputing, Vol. 500, pp. 518-527

2021

  1. Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis under Changing Conditions

    IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 11, pp. 7760-7770

  2. Speech Emotion Recognition by Conventional Machine Learning and Deep Learning

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

  3. Speech Emotion Recognition by Conventional Machine Learning andDeep Learning

    Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings

2020

  1. Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

    Neurocomputing, Vol. 410, pp. 237-270

  2. Behavioral Activity Recognition Based on Gaze Ethograms

    International Journal of Neural Systems, Vol. 30, Núm. 7

  3. Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze Ethograms

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

  4. Computational intelligence in remote sensing: An editorial

    Sensors (Switzerland)

  5. Improved activity recognition combining inertial motion sensors and electroencephalogram signals

    International Journal of Neural Systems, Vol. 30, Núm. 10

2019

  1. A Short Review of Some Aspects of Computational Neuroethology

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

  2. Deep Learning Prediction of Gait Based on Inertial Measurements

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

  3. Deep evolutionary modeling of condition monitoring data in marine propulsion systems

    Soft Computing, Vol. 23, Núm. 20, pp. 9937-9953

  4. Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection

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

  5. Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming

    Computers and Electronics in Agriculture, Vol. 161, pp. 141-150