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Juan Parras
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Year
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
402019
Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes
J Parras, S Zazo
Expert Systems with Applications 122, 376-387, 2019
242019
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective
J Parras, S Zazo
Sensors 18 (2), 404, 2018
142018
Using one class SVM to counter intelligent attacks against an SPRT defense mechanism
J Parras, S Zazo
Ad Hoc Networks 94, 101946, 2019
102019
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
102019
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
82016
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
82013
Deep Reinforcement Learning for Attacking Wireless Sensor Networks
J Parras, M Hüttenrauch, S Zazo, G Neumann
Sensors 21 (12), 4060, 2021
72021
A distributed algorithm to obtain repeated games equilibria with discounting
J Parras, S Zazo
Applied Mathematics and Computation 367, 124785, 2020
72020
Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack
J Parras, S Zazo
Sensors 19 (24), 5393, 2019
72019
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
62022
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
52022
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
52021
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
32017
Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances
J Parras, PA Apellániz, S Zazo
Sensors 21 (15), 5011, 2021
22021
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
22019
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
22016
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
12023
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis
PA Apellániz, J Parras, S Zazo
arXiv preprint arXiv:2312.14651, 2023
2023
Federated learning for causal inference using deep generative disentangled models
A Almodóvar, J Parras, S Zazo
Deep Generative Models for Health Workshop NeurIPS 2023, 2023
2023
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Articles 1–20