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Juan Parras
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- affiliation: Technical University of Madrid, Spain
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2020 – today
- 2024
- [j14]Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo:
Synthetic Tabular Data Validation: A Divergence-Based Approach. IEEE Access 12: 103895-103907 (2024) - [j13]Alejandro Almodóvar, Juan Parras, Santiago Zazo:
Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments. Comput. Biol. Medicine 178: 108779 (2024) - [i4]Patricia A. Apellániz, Juan Parras, Santiago Zazo:
An improved tabular data generator with VAE-GMM integration. CoRR abs/2404.08434 (2024) - [i3]Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo:
Synthetic Tabular Data Validation: A Divergence-Based Approach. CoRR abs/2405.07822 (2024) - [i2]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 abs/2407.03080 (2024) - 2023
- [c8]Juan Parras, Santiago Zazo:
Negotiation Strategies to Improve Distributed Power Allocation for Self-Organizing Heterogeneous Networks. EUSIPCO 2023: 1743-1747 - [i1]Patricia A. Apellániz, Juan Parras, Santiago Zazo:
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis. CoRR abs/2312.14651 (2023) - 2022
- [j12]Juan Parras, Patricia A. Apellániz, Santiago Zazo:
An online learning algorithm to play discounted repeated games in wireless networks. Eng. Appl. Artif. Intell. 107: 104520 (2022) - [j11]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): 24790-24799 (2022) - [j10]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): 3472-3481 (2022) - 2021
- [j9]Juan Parras, Maximilian Hüttenrauch, Santiago Zazo, Gerhard Neumann:
Deep Reinforcement Learning for Attacking Wireless Sensor Networks. Sensors 21(12): 4060 (2021) - [j8]Juan Parras, Patricia A. Apellániz, Santiago Zazo:
Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances. Sensors 21(15): 5011 (2021) - [c7]Juan Parras, Santiago Zazo:
Robust Deep Reinforcement Learning for Underwater Navigation with Unknown Disturbances. ICASSP 2021: 3440-3444 - 2020
- [j7]Juan Parras, Santiago Zazo:
A distributed algorithm to obtain repeated games equilibria with discounting. Appl. Math. Comput. 367 (2020) - [c6]Juan Parras, Santiago Zazo:
A Graph Network Model for Distributed Learning with Limited Bandwidth Links and Privacy Constraints. ICASSP 2020: 3907-3911
2010 – 2019
- 2019
- [j6]Juan Parras, Santiago Zazo:
Using one class SVM to counter intelligent attacks against an SPRT defense mechanism. Ad Hoc Networks 94 (2019) - [j5]Juan Parras, Santiago Zazo:
Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes. Expert Syst. Appl. 122: 376-387 (2019) - [j4]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): 3530 (2019) - [j3]Juan Parras, Santiago Zazo:
Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack. Sensors 19(24): 5393 (2019) - [c5]David Baldazo, Juan Parras, Santiago Zazo:
Decentralized Multi-Agent Deep Reinforcement Learning in Swarms of Drones for Flood Monitoring. EUSIPCO 2019: 1-5 - [c4]Daniel Tapia, Juan Parras, Santiago Zazo:
Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial Observability. EUSIPCO 2019: 1-5 - [c3]Juan Parras, Santiago Zazo:
Sequential Bayes Factor Testing: A New Framework for Decision Fusion. SPAWC 2019: 1-5 - 2018
- [j2]Juan Parras, Santiago Zazo:
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective. Sensors 18(2): 404 (2018) - 2017
- [j1]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: 69 (2017) - 2016
- [c2]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: 973-977 - [c1]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: 1-5
Coauthor Index
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last updated on 2024-10-07 22:13 CEST by the dblp team
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