Juan Parras

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Decision Fusion

Wireless Networks

Reinforcement Learning

Top Venues

Publications

Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Synthetic Tabular Data Validation: A Divergence-Based Approach. IEEE Access 12 (2024)
Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios. CoRR (2024)
Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Synthetic Tabular Data Validation: A Divergence-Based Approach. CoRR (2024)
Patricia A. Apellániz, Juan Parras, Santiago Zazo
An improved tabular data generator with VAE-GMM integration. CoRR (2024)
Alejandro Almodóvar, Juan Parras, Santiago Zazo
Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments. Comput. Biol. Medicine 178 (2024)
Juan Parras, Santiago Zazo
Negotiation Strategies to Improve Distributed Power Allocation for Self-Organizing Heterogeneous Networks. EUSIPCO (2023)
Patricia A. Apellániz, Juan Parras, Santiago Zazo
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis. CoRR (2023)
Juan Parras, Patricia A. Apellániz, Santiago Zazo
An online learning algorithm to play discounted repeated games in wireless networks. Eng. Appl. Artif. Intell. 107 (2022)
Juan Parras, Alejandro Almodóvar, Patricia A. Apellániz, Santiago Zazo
Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack. IEEE Internet Things J. 9 (24) (2022)
Marina Pérez, Juan Parras, Santiago Zazo, Iván A. Pérez-Álvarez, María del Mar Sanz Lluch
Using a Deep Learning Algorithm to Improve the Results Obtained in the Recognition of Vessels Size and Trajectory Patterns in Shallow Areas Based on Magnetic Field Measurements Using Fluxgate Sensors. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Juan Parras, Maximilian Hüttenrauch, Santiago Zazo, Gerhard Neumann
Deep Reinforcement Learning for Attacking Wireless Sensor Networks. Sensors 21 (12) (2021)
Juan Parras, Santiago Zazo
Robust Deep Reinforcement Learning for Underwater Navigation with Unknown Disturbances. ICASSP (2021)
Juan Parras, Patricia A. Apellániz, Santiago Zazo
Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances. Sensors 21 (15) (2021)
Juan Parras, Santiago Zazo
A Graph Network Model for Distributed Learning with Limited Bandwidth Links and Privacy Constraints. ICASSP (2020)
Juan Parras, Santiago Zazo
A distributed algorithm to obtain repeated games equilibria with discounting. Appl. Math. Comput. 367 (2020)
Juan Parras, Santiago Zazo
Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes. Expert Syst. Appl. 122 (2019)
Juan Parras, Santiago Zazo, Iván A. Pérez-Álvarez, José L. Sanz-González
Model Free Localization with Deep Neural Architectures by Means of an Underwater WSN. Sensors 19 (16) (2019)
David Baldazo, Juan Parras, Santiago Zazo
Decentralized Multi-Agent Deep Reinforcement Learning in Swarms of Drones for Flood Monitoring. EUSIPCO (2019)
Daniel Tapia, Juan Parras, Santiago Zazo
Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial Observability. EUSIPCO (2019)
Juan Parras, Santiago Zazo
Using one class SVM to counter intelligent attacks against an SPRT defense mechanism. Ad Hoc Networks 94 (2019)
Juan Parras, Santiago Zazo
Sequential Bayes Factor Testing: A New Framework for Decision Fusion. SPAWC (2019)
Juan Parras, Santiago Zazo
Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack. Sensors 19 (24) (2019)
Juan Parras, Santiago Zazo
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective. Sensors 18 (2) (2018)
Juan Parras, Santiago Zazo, Jorge del Val, Javier Zazo, Sergio Valcarcel Macua
Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks. EURASIP J. Wirel. Commun. Netw. 2017 (2017)
Juan Parras, Jorge del Val, Santiago Zazo, Javier Zazo, Sergio Valcarcel Macua
A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games. SSP (2016)
Jorge del Val, Santiago Zazo, Sergio Valcarcel Macua, Javier Zazo, Juan Parras
Optimal attack and defence of large scale networks using mean field theory. EUSIPCO (2016)