Publicaciones (112) Publicaciones de MANUEL ISIDORO CAPEL TUÑÓN

2024

  1. A Distributed Particle Swarm Optimization Algorithm Based on Apache Spark for Asynchronous Parallel Training of Deep Neural Networks

    ACM International Conference Proceeding Series

  2. Automatic test cases generation from formal contracts

    Information and Software Technology, Vol. 172

  3. Parallel PSO for Efficient Neural Network Training Using GPGPU and Apache Spark in Edge Computing Sets

    Algorithms, Vol. 17, Núm. 9

  4. Remote Sensing and Machine Learning for Accurate Fire Severity Mapping in Northern Algeria

    Remote Sensing, Vol. 16, Núm. 9

2023

  1. A parallel proposal with message passing for the implementation of a Pipeline in the development of the video game SIMON

    European Modeling and Simulation Symposium, EMSS

2022

  1. Artificial Neuron-Based Model for a Hybrid Real-Time System: Induction Motor Case Study

    Mathematics, Vol. 10, Núm. 18

  2. Programación concurrente y en tiempo real: Fundamentos y aplicaciones

    Ibergarceta

  3. Using HLPC for parallelization of autonomous tests of WEB applications from its GUI

    34th European Modeling and Simulation Symposium, EMSS 2022

2021

  1. ML models for real-time hybrid systems

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

  2. Parallel Design Patterns vs Parallel Object Compositions. Two Proposals for Parallelization of the Divide & Conquer Technique

    33rd European Modeling and Simulation Symposium, EMSS 2021

2020

  1. A parallel solution with GPU technology to predict energy consumption in spatially distributed buildings using evolutionary optimization and artificial neural networks

    Energy Conversion and Management, Vol. 207

  2. Quality of service in cloud computing environments with multitenant DBMS

    CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science

  3. Usefulness of high-level parallel compositions in genomics

    32nd European Modeling and Simulation Symposium, EMSS 2020

2019

  1. A parallel cellular automaton model for adenocarcinomas in situ with java: Study of one case

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

  2. Dynamic Load Balancing Strategy for Parallel Tumor Growth Simulations

    Journal of integrative bioinformatics, Vol. 16, Núm. 1

  3. Parallel cellular automaton tumor growth model

    Advances in Intelligent Systems and Computing

  4. Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem

    Applied Soft Computing Journal, Vol. 76, pp. 356-368

  5. Representation of a convolutional neuronal network as a high level paralel composition applied to the recognition of DNA sequences

    31st European Modeling and Simulation Symposium, EMSS 2019

2018

  1. A set of patterns for concurrent and parallel programming teaching

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

  2. Parallel simulation of the N-body problem using quad-tree HLPC

    30th European Modeling and Simulation Symposium, EMSS 2018