Publicaciones (39) Publicaciones de Pablo Muñoz Martínez

2024

  1. A Framework for Evaluating Geomagnetic Indices Forecasting Models

    Space Weather, Vol. 22, Núm. 3

  2. Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices

    Natural Hazards, Vol. 120, Núm. 2, pp. 1141-1162

  3. Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks

    Expert Systems with Applications, Vol. 240

2023

  1. Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital

    Journal of Intelligent Information Systems, Vol. 61, Núm. 3, pp. 881-900

  2. Neural Networks for Operational SYM-H Forecasting Using Attention and SWICS Plasma Features

    Space Weather, Vol. 21, Núm. 8

  3. OGATE: A framework for autonomous controllers assessment

    Robotics and Autonomous Systems, Vol. 161

  4. Proposing new path-planning metrics for operating rovers on Mars

    Scientific Reports, Vol. 13, Núm. 1

2021

  1. Continuous energy consumption measure approach using a DMA double-buffering technique

    Eurasip Journal on Wireless Communications and Networking, Vol. 2021, Núm. 1

  2. Deep Neural Networks With Convolutional and LSTM Layers for SYM-H and ASY-H Forecasting

    Space Weather, Vol. 19, Núm. 6

2020

  1. A simulator to support machine learning-based wearable fall detection systems

    Electronics (Switzerland), Vol. 9, Núm. 11, pp. 1-15

  2. Fall simulator for supporting supervised Machine Learning techniques in wearable devices

    INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings

2019

  1. ARIES: An Autonomous Controller for Multirobot Cooperation

    IEEE Aerospace and Electronic Systems Magazine, Vol. 34, Núm. 3, pp. 40-55

  2. CERBERO: Cross-layer modEl-based fRamework for multi-oBjective dEsign of Reconfigurable systems in unceRtain hybRid envirOnments

    ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings

  3. LARES: An AI-based teleassistance system for emergency home monitoring

    Cognitive Systems Research, Vol. 56, pp. 213-222

  4. MoBAr: a Hierarchical Action-Oriented Autonomous Control Architecture

    Journal of Intelligent and Robotic Systems: Theory and Applications, Vol. 94, Núm. 3-4, pp. 745-760

  5. TERRA: A path planning algorithm for cooperative UGV–UAV exploration

    Engineering Applications of Artificial Intelligence, Vol. 78, pp. 260-272

2018

  1. A strategical path planner for UGV-UAV cooperation in Mars Terrains

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

  2. A versatile executive based on T-REX for any robotic domain

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

2017

  1. 3Dana: A path planning algorithm for surface robotics

    Engineering Applications of Artificial Intelligence, Vol. 60, pp. 175-192

  2. A virtual reality mission planner for mars rovers

    Proceedings - 6th IEEE International Conference on Space Mission Challenges for Information Technology, SMC-IT 2017