Publicaciones (47) Publicaciones de JOSE DAVID NUÑEZ GONZALEZ

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2026

  1. Forecasting Thermal Demand in Citizen Energy Communities Using Machine Learning: Application to the Urberoa Case Study

    Lecture Notes in Computer Science

  2. Transfer Learning Approach for Prediction of Maximum Wave Height in Two Locations of the Bay of Biscay: Bilbao and Cabo de Peñas

    Lecture Notes in Computer Science

2025

  1. A heuristic dataset reduction for green computing of photovoltaic power generation prediction

    Natural Computing, Vol. 24, Núm. 3, pp. 637-649

  2. Graph-Based Learning for Electrical Quantities Prediction in Energy Communities

    Lecture Notes in Networks and Systems

  3. Matematika estatistikoa

    Servicio Editorial = Argitalpen Zerbitzua

  4. Maximum Individual Wave Height Prediction Using Different Machine Learning Techniques with Data Collected from a Buoy Located in Bilbao (Bay of Biscay)

    Journal of Marine Science and Engineering, Vol. 13, Núm. 4

2024

  1. A Simulation on Graph-based Learning for Energy Generation-consumption Prediction in Energy Communities

    Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024

  2. Brainstorming on Green AI Approach by Dimensionality Reduction for Sea Waves Height Prediction

    Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024

  3. Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing Approach

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

  4. FFT BASED ANOMALY DETECTION IN RAILWAY SYSTEMS

    Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024

  5. Matemática estadística

    Servicio Editorial = Argitalpen Zerbitzua

  6. OPTIMIZING PREDICTIVE PERFORMANCE THROUGH MACHINE LEARNING ALGORITHM SELECTION AND HYPERPARAMETER TUNING

    Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024

  7. Predicting Power Generation from Photovoltaic Energy System

    Lecture Notes in Networks and Systems

  8. Reduction of Vision-Based Models for Fall Detection

    Sensors, Vol. 24, Núm. 22

  9. Task Offloading in Edge Computing Using GNNs and DQN

    CMES - Computer Modeling in Engineering and Sciences, Vol. 139, Núm. 3, pp. 2649-2671

2023

  1. Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN

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

  2. Development of AI-Based Tools for Power Generation Prediction

    Computation, Vol. 11, Núm. 11

  3. First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data

    Lecture Notes in Networks and Systems

  4. SLRProp: A Back-Propagation Variant of Sparse Low Rank Method for DNNs Reduction

    Sensors, Vol. 23, Núm. 5

2022

  1. Bayesian network-based over-sampling method (BOSME) with application to indirect cost-sensitive learning

    Scientific Reports, Vol. 12, Núm. 1