Publicacións en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (63)

2024

  1. Methodology based on spiking neural networks for univariate time-series forecasting

    Neural Networks, Vol. 173

  2. Sistema de monitorización de entornos para usuarios de sillas de ruedas

    Jornadas de Automática, Núm. 45

2023

  1. Employment rate and occupational destination for UPV/EHU doctors

    EDULEARN23 Proceedings: 15th International Conference on Education and New Learning Technologies

  2. Extensión del algoritmo de codificación-decodificación basado en PWM para redes neuronales de impulsos

    XLIV Jornadas de Automática: libro de actas: Universidad de Zaragoza, Escuela de Ingeniería y Arquitectura, 6, 7 y 8 de septiembre de 2023, Zaragoza

  3. Machine learning-based gait anomaly detection using a sensorized tip: an individualized approach

    Neural Computing and Applications, Vol. 35, Núm. 24, pp. 17443-17459

  4. PLAHS: A Partial Labelling Autonomous Hyper-heuristic System for Industry 4.0 with application on classification of cold stamping process[Formula presented]

    Applied Soft Computing, Vol. 147

2022

  1. A Random Forest Based Methodology for the Development of an Intelligent Classifier of Physical Activities

    Biosystems and Biorobotics (Springer Science and Business Media Deutschland GmbH), pp. 85-89

  2. A hyper-heuristic inspired approach for automatic failure prediction in the context of industry 4.0

    Computers and Industrial Engineering, Vol. 171

  3. Entrenamiento supervisado de redes neuronales de impulsos

    XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)

  4. Influence of statistical feature normalisation methods on K-Nearest Neighbours and K-Means in the context of industry 4.0

    Engineering Applications of Artificial Intelligence, Vol. 111

  5. Proximity or language: factors attracting international doctoral students to the University of the Basque Country (UPV/EHU): factors attracting international doctoral students to the University of the Basque Country (UPV/EHU)

    EDULEARN22 Proceedings: 14th International Conference on Education and New Learning Technologies (July 4th-6th, 2022, Palma, Spain)

  6. Thesis supervision at the University of the Basque Country (UPV/EHU): internal and external supervisors in the different fields of knowledge

    INTED2022 Proceedings: 16th International Technology, Education and Development Conference Online

2021

  1. A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners

    European Journal of Operational Research, Vol. 291, Núm. 2, pp. 427-437

  2. Aplicación de redes neuronales para evaluar el estado funcional de pacientes con esclerosis múltiple

    XLII Jornadas de Automática: libro de actas, Castellón, 1 a 3 de septiembre de 2021

  3. Aplicación de técnicas de aprendizaje automático para la clasificación de actividades mediante una muleta inteligente para esclerosis múltiple

    XLII Jornadas de Automática: libro de actas, Castellón, 1 a 3 de septiembre de 2021

  4. Compresión de datos de tipo real basada en un novedoso algoritmo de codificación para redes neuronales de impulsos

    XLII Jornadas de Automática: libro de actas, Castellón, 1 a 3 de septiembre de 2021

  5. Evolution of doctoral co-supervision at the University of the Basque Country (UPV/EHU)

    INTED2021 Proceedings: 15th International Technology, Education and Development Conference Online

  6. Feature weighting methods: A review

    Expert Systems with Applications, Vol. 184

  7. Normalization Influence on ANN-Based Models Performance: A New Proposal for Features' Contribution Analysis

    IEEE Access, Vol. 9, pp. 125462-125477

  8. Soft-sensor design for vacuum distillation bottom product penetration classification

    Applied Soft Computing, Vol. 102