Decentralized Multi-Agent deep reinforcement learning in swarms of drones for flood monitoring D Baldazo, J Parras, S Zazo 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 41 | 2019 |
Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes J Parras, S Zazo Expert Systems with Applications 122, 376-387, 2019 | 24 | 2019 |
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective J Parras, S Zazo Sensors 18 (2), 404, 2018 | 14 | 2018 |
Using one class SVM to counter intelligent attacks against an SPRT defense mechanism J Parras, S Zazo Ad Hoc Networks 94, 101946, 2019 | 10 | 2019 |
Model Free Localization with Deep Neural Architectures by Means of an Underwater WSN J Parras, S Zazo, IA Pérez-Álvarez, JL Sanz González Sensors 19 (16), 3530, 2019 | 10 | 2019 |
Deep Reinforcement Learning for Attacking Wireless Sensor Networks J Parras, M Hüttenrauch, S Zazo, G Neumann Sensors 21 (12), 4060, 2021 | 8 | 2021 |
A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games J Parras, J del Val, S Zazo, J Zazo, SV Macua 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 8 | 2016 |
Audio restoration of solo guitar excerpts using a excitation-filter instrument model J Parras-Moral, F Canadas-Quesada, P Vera-Candeas, N Ruiz-Reyes Stockholm Music Acoustics Conference jointly with Sound And Music Computing …, 2013 | 8 | 2013 |
A distributed algorithm to obtain repeated games equilibria with discounting J Parras, S Zazo Applied Mathematics and Computation 367, 124785, 2020 | 7 | 2020 |
Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack J Parras, S Zazo Sensors 19 (24), 5393, 2019 | 7 | 2019 |
Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack J Parras, A Almodóvar, PA Apellániz, S Zazo IEEE Internet of Things Journal 9 (24), 24790-24799, 2022 | 6 | 2022 |
An online learning algorithm to play discounted repeated games in wireless networks J Parras, PA Apellániz, S Zazo Engineering Applications of Artificial Intelligence 107, 104520, 2022 | 6 | 2022 |
Robust Deep Reinforcement Learning for Underwater Navigation with Unknown Disturbances J Parras, S Zazo ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 5 | 2021 |
Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances J Parras, PA Apellániz, S Zazo Sensors 21 (15), 5011, 2021 | 3 | 2021 |
Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks J Parras, S Zazo, J Del Val, J Zazo, SV Macua EURASIP Journal on Wireless Communications and Networking 2017 (1), 69, 2017 | 3 | 2017 |
Sequential Bayes Factor Testing: A New Framework for Decision Fusion J Parras, S Zazo 2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019 | 2 | 2019 |
Optimal attack and defence of large scale networks using mean field theory J del Val, S Zazo, SV Macua, J Zazo, J Parras 2016 24th European Signal Processing Conference (EUSIPCO), 973-977, 2016 | 2 | 2016 |
An Efficient Underwater Navigation Method Using MPC with Unknown Kinematics and Non-Linear Disturbances P Barreno, J Parras, S Zazo Journal of Marine Science and Engineering 11 (4), 710, 2023 | 1 | 2023 |
Synthetic Tabular Data Validation: A Divergence-Based Approach PA Apellániz, A Jiménez, BA Galende, J Parras, S Zazo arXiv preprint arXiv:2405.07822, 2024 | | 2024 |
An improved tabular data generator with VAE-GMM integration PA Apellániz, J Parras, S Zazo arXiv preprint arXiv:2404.08434, 2024 | | 2024 |