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Author profile at the institutional portal

Parras Moral, Juan j.parras@upm.es

SEÑALES, SISTEMAS Y RADIOCOMUNICACIONES / Universidad Politécnica de Madrid

Publications

Attentive Neural Processes for Fast Trajectory Prediction in Underwater Acoustic Networks

  • Salvador, FF
  • Parras, J
  • Zazo, S

IEEE JOURNAL OF OCEANIC ENGINEERING (p. 1430-1441) - 1/4/2026

10.1109/joe.2025.3647846 View at source

  • ISSN 03649059

Attentive Neural Processes for Few-Shot Learning Anomaly-Based Vessel Localization Using Magnetic Sensor Data

  • Fernández-Salvador, LF
  • Tejela, BV
  • Almodóvar, A
  • Parras, J
  • Zazo, S

Journal Of Marine Science And Engineering - 26/8/2025

10.3390/jmse13091627 View at source

  • ISSN 20771312

Development and validation of synthetic data generation over a federated learning computing framework to accelerate innovation and boost personalized medicine in hematological diseases

  • Asti, G
  • Delleani, M
  • Apellaniz, P
  • Isasa, I
  • Duarte, DM
  • Galende, BA
  • Casadei, F
  • Iascone, E
  • Bicchieri, M
  • Sauta, E
  • Zazzetti, E
  • Campagna, A
  • Maggioni, G
  • Lanino, L
  • Buizza, A
  • Ferrari, I
  • Bruseghini, A
  • Zampini, M
  • Almodóvar, A
  • Uribe, S
  • Savevski, V
  • Almeida, A
  • Komrokji, R
  • Zeidan, A
  • Fenaux, P
  • Zhao, LP
  • Bullinger, L
  • Eric, S
  • Diez-Campelo, M
  • Parras, J
  • Alberich, LC
  • Castellani, G
  • Zazo, S
  • Mayer, R
  • Beristain, A
  • Alvarez, F
  • D'Amico, S
  • della Porta, M
... View more Collapse

Blood (p. 4350-4351) - 3/11/2025

10.1182/blood-2025-4350 View at source

  • ISSN 00064971

Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments.

  • Almodóvar A
  • Parras J
  • Zazo S

Comput. Biol. Med. (p. 108779-108779) - 28/6/2024

10.1016/j.compbiomed.2024.108779 View at source

  • ISSN 18790534

Data Driven Research through the European RADeep Registry and the Use of Artificial Intelligence Towards Personalized Medicine in Sickle Cell Disease

  • Gimbert, AC
  • Reidel, S
  • Apellániz, PAD
  • Alvarez, F
  • Galende, BA
  • Beneitez, D
  • Biemond, BJ
  • Boaro, MP
  • Garcia, BC
  • Castellani, G
  • Cela, E
  • Cnossen, MH
  • Fariselli, P
  • Fijnvandraat, K
  • Gulbis, B
  • Idrizovic, A
  • Kountouris, P
  • Pierrefeu, VMDD
  • Manceau, S
  • Mezzalira, E
  • Nur, E
  • Orphanou, K
  • Parras, J
  • Payan-Pernia, S
  • D'Orengiani, ALPHD
  • Rab, MAE
  • Reggiani, G
  • Rijneveld, AW
  • Rollo, C
  • Llobet, AR
  • Sanavia, T
  • Schols, SE
  • Tamana, S
  • Traets, MJM
  • Uribe, S
  • van der Veen, S
  • Zazo, S
  • Bartolucci, P
  • De Montalembert, M
  • Colombatti, R
  • van Beers, EJ
  • Mañú-Pereira, MD
... View more Collapse

Blood (p. 1138-1140) - 5/11/2024

10.1182/blood-2024-203331 View at source

  • ISSN 00064971

DDQN-based optimal targeted therapy with reversible inhibitors to combat the Warburg effect

  • Nogales, JMS
  • Parras, J
  • Zazo, S

Mathematical Biosciences - 1/9/2023

10.1016/j.mbs.2023.109044 View at source

  • ISSN 00255564

An Efficient Underwater Navigation Method Using MPC with Unknown Kinematics and Non-Linear Disturbances

  • Barreno, P
  • Parras, J
  • Zazo, S

Journal Of Marine Science And Engineering - 1/4/2023

10.3390/jmse11040710 View at source

  • ISSN 20771312

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

  • Pérez, M
  • Parras, J
  • Zazo, S
  • Alvarez, IAP
  • Lluch, MDS

Ieee Transactions On Intelligent Transportation Systems (p. 3472-3481) - 1/1/2022

10.1109/tits.2020.3036906 View at source

  • ISSN 15249050

Deep Reinforcement Learning for Attacking Wireless Sensor Networks

  • Parras, J
  • Hüttenrauch, M
  • Zazo, S
  • Neumann, G

Sensors - 1/6/2021

10.3390/s21124060 View at source

  • ISSN 14248220

Fast inversion of gravimetric profiles via a modified version of the Pereyra-Rosen algorithm

  • Fernandez-Muniz, M Zulima
  • Pallero, J L G
  • Mukerji, Tapan
  • Fernandez-Martinez, Juan L

Journal Of Earth System Science - 1/1/2021

10.1007/s12040-021-01664-5 View at source

  • ISSN 23474327

This researcher has no books.

The Threat of Intelligent Attackers Using Deep Learning: The Backoff Attack Case

  • PARRAS MORAL, JUAN
  • ZAZO BELLO, SANTIAGO

Deep Learning Strategies For Security Enhancement In Wireless Sensor Networks (p. 110-133) - 1/6/2021

10.4018/978-1-7998-5068-7 View at source

DeCaFlow: A deconfounding causal generative model

  • Alejandro Almodóvar, Adrián Javaloy, Juan Parras, Santiago Zazo, Isabel Valera

5/12/2025

  • iMarina

Exploring UUV Development with NauSim: An Open-Source Simulation Platform

  • Ortiz-Toro CA
  • Cerrada-Collado C
  • Moreno-Salinas D
  • Chaos-Garcia D
  • García-Suárez KL
  • Otero-Roth P
  • Vidal-Pérez JM
  • Luque-Nieto MA
  • Vázquez AI
  • Fraile-Ardanuy JJ
  • Negro-Valdecantos V
  • Jiménez-Yguacel E
  • Aranda-Almansa J
  • Zazo-Bello S
  • Zufiria PJ
  • Magdalena-Layos L
  • Parras-Moral J
  • Gutiérrez A
... View more Collapse

7th Edition Global Conference On Wireless And Optical Technologies, Gcwot 2024 - 1/1/2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/gcwot63882.2024.10805602 View at source

  • ISSN/ISBN 9798331534271

NEGOTIATION STRATEGIES TO IMPROVE DISTRIBUTED POWER ALLOCATION FOR SELF-ORGANIZING HETEROGENEOUS NETWORKS

  • Parras J
  • Zazo S

2013 21st European Signal Processing Conference, Eusipco 2013 (p. 1743-1747) - 1/1/2023

10.23919/eusipco58844.2023.10290042 View at source

  • ISSN 22195491

ROBUST DEEP REINFORCEMENT LEARNING FOR UNDERWATER NAVIGATION WITH UNKNOWN DISTURBANCES

  • Parras, J
  • Zazo, S

2021 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp 2021) (p. 3440-3444) - 1/1/2021

10.1109/icassp39728.2021.9414937 View at source

A Graph Network Model for Distributed Learning with Limited Bandwidth Links and Privacy Constraints

  • Parras, J
  • Zazo, S

Icassp, Ieee International Conference On Acoustics, Speech And Signal Processing - Proceedings (p. 3907-3911) - 1/5/2020

10.1109/icassp40776.2020.9053067 View at source

  • ISSN 15206149

Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial Observability

  • Tapia, D
  • Parras, J
  • Zazo, S

2019 27th European Signal Processing Conference (Eusipco) (p. 1-5) - 1/9/2019

10.23919/eusipco.2019.8902933 View at source

Sequential Bayes Factor Testing: A New Framework for Decision Fusion

  • Parras, J
  • Zazo, S

2019 Ieee 20th International Workshop On Signal Processing Advances In Wireless Communications (Spawc 2019) - 1/1/2019

10.1109/spawc.2019.8815408 View at source

  • ISSN 23253789

Providing Spatial Control in Personal Sound Zones Using Graph Signal Processing

  • Baldazo, D
  • Parras, J
  • Zazo, S

19th European Signal Processing Conference (Eusipco-2011) - 1/1/2019

10.23919/eusipco.2019.8903068 View at source

  • ISSN 20761465

Optimal attack and defence of large scale networks using mean field theory

  • del Val, J
  • Zazo, S
  • Macua, SV
  • Zazo, J
  • Parras, J

Signal Processing Conference (Eusipco), 2016 24th European (p. 1-5) - 29/8/2016

10.1109/eusipco.2016.7760393 View at source

  • ISSN 20761465

A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games

  • Parras, J
  • del Val, J
  • Zazo, S
  • Zazo, J
  • Macua, SV

Ieee Workshop On Statistical Signal Processing Proceedings - 24/8/2016

10.1109/ssp.2016.7551804 View at source

  • ISSN 26933551

This researcher has no working papers.

This researcher has no technical reports.

Precision drug REPurpOsing For EUrope and the world

  • FERNANDEZ GARCIA, ANAIDA (Participante)
  • ALMODOVAR ESPESO, ALEJANDRO (Participante)
  • GUINEA PEREZ, JAVIER (Participante)
  • PERDOMO QUINTEIRO, PABLO (Participante)
  • JIMENEZ BEJARANO, ANA (Participante)
  • ALONSO DE APELLANIZ, PATRICIA (Investigador principal (IP))
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)
  • ZAZO BELLO, SANTIAGO (Investigador principal (IP))
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
... View more Collapse

Period: 01-09-2022 - 31-08-2029

  • iMarina

NAUTILUS: Comportamientos colectivos y autónomos de AUVs

  • ARCOS LEGARDA, WILLINGTON JAIME (Miembro del equipo de trabajo)
  • SENDRA ARRANZ, RAFAEL (Miembro del equipo de trabajo)
  • ORTIZ TORO, CESAR ANTONIO (Miembro del equipo de trabajo)
  • GUTIERREZ MARTIN, ALVARO (Investigador principal (IP))
  • ZAZO BELLO, SANTIAGO (Investigador principal (IP))
  • ZUFIRIA ZATARAIN, PEDRO JOSE (Participante)
  • MAGDALENA LAYOS, LUIS (Participante)
  • FRAILE ARDANUY, JOSE JESUS (Participante)
  • PARRAS MORAL, JUAN (Participante)
  • LARRAGA GARCIA, BLANCA (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-09-2021 - 31-08-2024

Type of funding: National

Amount of funding: 146894,00 Euros.

  • iMarina

MadridDataSpace4Pandemics Inteligencia Artificial y tecnologías basadas en datos para la comprensión, detección, tratamiento y análisis de la COVID-19

  • MUÑOZ ARCENTALES, JOSÉ ADRÉS (Participante)
  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))
  • MUÑOZ ARCENTALES, JOSE ANDRES (Participante)
  • Corcho García, Oscar (Investigador principal (IP))
  • HERRANZ NIEVA, ANGEL (Participante)
  • Sundar Goswami, Subhra (Participante)
  • TORRES INCHAURZA, IMANOL (Participante)
  • ARIAS LONDOÑO, Julian David (Participante)
  • GARCIA DELGADO, MIGUEL ANGEL (Participante)
  • JIMENEZ MARTIN, ANTONIO (Participante)
  • GALVAÑ SALA, DAVID AMARO (Participante)
  • Yelmo Garcia, Juan Carlos (Investigador principal (IP))
  • QUESADA LOPEZ, DAVID (Participante)
  • MARTIN GARCIA, YOD SAMUEL (Participante)
  • GALOCHA DOMINGUEZ, LUIS (Participante)
  • BARRA ARIAS, ENRIQUE (Participante)
  • González Guardia, Esteban (Participante)
  • PAVON GOMEZ, SANTIAGO (Participante)
  • ALCAZAR VALDARACETE, RAUL (Participante)
  • ZAZO BELLO, SANTIAGO (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • MIGUEL VELA, GONZALO C. DE (Participante)
  • CASAR CORREDERA, JOSE RAMON (Participante)
  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)
  • TORRE OLIVA, ALEJANDRO DE LA (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • Muñoz Hernández, Susana (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
  • Díaz López, José Manuel (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • LATORRE DE LA FUENTE, ANTONIO (Participante)
  • RODRIGUEZ VAZQUEZ, JOSE LUIS (Participante)
  • MATEOS CABALLERO, ALFONSO (Participante)
  • PARRAS MORAL, JUAN (Investigador principal (IP))
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • BESADA PORTAS, JUAN ALBERTO (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • CARRAMIÑANA JIMENEZ, DAVID (Participante)
  • BAJO PEREZ, JAVIER (Participante)
  • CABRERA QUESADA, JULIAN (Participante)
  • ALONSO GONZALEZ, ALVARO (Participante)
  • ORDUNA CORTILLAS, MARTA (Participante)
  • POZO HUERTAS, ALEJANDRO (Participante)
  • GODINO LLORENTE, JUAN IGNACIO (Investigador principal (IP))
  • BERNARDOS BARBOLLA, ANA MARIA (Investigador principal (IP))
  • BURLAKA PETRASH, ARSEN (Participante)
  • BERGESIO, LUCA (Participante)
  • ALVAREZ GARCIA, FEDERICO (Participante)
  • CAMPAÑA RAMOS, IVAN (Participante)
  • TORRE ASTANIN, ALEXANDER DE LA (Participante)
  • Benac Earle, Clara (Participante)
  • SALVACHUA RODRIGUEZ, JOAQUIN LUCIANO (Investigador principal (IP))
  • ALONSO DE APELLANIZ, PATRICIA (Participante)
  • LOPEZ PERNAS, SONSOLES (Participante)
  • García Santos, Narciso (Participante)
  • GUILLÉN PACHO, IBAI (Investigador/a)
  • HUECAS FERNANDEZ-TORIBIO, GABRIEL (Participante)
  • GUTIERREZ SANCHEZ, JESUS (Investigador principal (IP))
  • Conde Díaz, Javier (Participante)
  • QUEMADA VIVES, JUAN (Participante)
... View more Collapse

Period: 01-02-2020 - 31-12-2022

Type of funding: Regional

Amount of funding: 99859,50 Euros.

  • iMarina

COMONSENS Excellence Network (2020-2022)

  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)

Period: 01-01-2020 - 01-01-2023

  • iMarina

• Controlando las redes de comunicaciones electromagnéticas submarinas mediante despliegues autoconfigurables (Herakles). TEC2016-76038-C3-1-R

  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)

Period: From 01-01-2017

  • iMarina

COMONSENS Excellence Network (2016-18)

  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)

Period: From 01-01-2016

  • iMarina

• Radiocomunicaciones Optimizadas Submarinas usando Dispositivos Repetidores para Aplicaciones de Monitorización (Underworld). TEC2013-46011-C3-1-R

  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)

Period: From 01-09-2014

  • iMarina

• Sistema HF Para Comunicaciones Seguras De Altas Prestaciones Para El Ambito De Seguridad Y Emergencias

  • PARRAS MORAL, JUAN (Miembro del equipo de trabajo)

Period: From 01-07-2013

  • iMarina

Sistema de HF mediante la aplicación de radio cognitiva y SDR (Software Defined Radio)

  • PARRAS MORAL, JUAN (Participante)
  • ZAZO BELLO, SANTIAGO (Investigador principal (IP))

Period: 01-03-2012 - 01-03-2023

Type of funding: National

Amount of funding: 12000,00 Euros.

  • iMarina

Deep Generative Models for Survival Analysis and Synthetic Data Generation in Healthcare

  • PARRAS MORAL, JUAN (Director) Doctorando: ALONSO DE APELLANIZ, PATRICIA

24/4/2025

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/31/26 7:40 PM