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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

Explainable drug repurposing via path based knowledge graph completion.

  • Jiménez A
  • Merino MJ
  • Parras J
  • Zazo S

Scientific Reports - 18/7/2024

10.1038/s41598-024-67163-x

  • ISSN 20452322
  • iMarina

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

  • ISSN 18790534
  • iMarina

MOSAIC: An Artificial Intelligence-Based Framework for Multimodal Analysis, Classification, and Personalized Prognostic Assessment in Rare Cancers.

  • D'Amico S
  • Dall'Olio L
  • Rollo C
  • Alonso P
  • Prada-Luengo I
  • Dall'Olio D
  • Sala C
  • Sauta E
  • Asti G
  • Lanino L
  • Maggioni G
  • Campagna A
  • Zazzetti E
  • Delleani M
  • Bicchieri ME
  • Morandini P
  • Savevski V
  • Arroyo B
  • Parras J
  • Zhao LP
  • Platzbecker U
  • Diez-Campelo M
  • Santini V
  • Fenaux P
  • Haferlach T
  • Krogh A
  • Zazo S
  • Fariselli P
  • Sanavia T
  • Della Porta MG
  • Castellani G
... View more Collapse

Jco Clinical Cancer Informatics (p. e2400008-e2400008) - 1/6/2024

10.1200/cci.24.00008

  • ISSN 24734276
  • iMarina

The relapsed acute lymphoblastic leukemia network (ReALLNet): a multidisciplinary project from the spanish society of pediatric hematology and oncology (SEHOP)

  • Velasco, P
  • Bautista, F
  • Rubio, A
  • Aguilar, Y
  • Rives, S
  • Dapena, JL
  • Pérez, A
  • Ramirez, M
  • Saiz-Ladera, C
  • Izquierdo, E
  • Escudero, A
  • Camós, M
  • Vega-Garcia, N
  • Ortega, M
  • Hidalgo-Gomez, G
  • Palacio, C
  • Menéndez, P
  • Bueno, C
  • Montero, J
  • Romecín, PA
  • Zazo, S
  • Alvarez, F
  • Parras, J
  • Ortega-Sabater, C
  • Chulián, S
  • Rosa, M
  • Cirillo, D
  • García, E
  • García, J
  • Manzano-Muñoz, A
  • Minguela, A
  • Fuster, JL
... View more Collapse

Frontiers In Pediatrics - 20/9/2023

10.3389/fped.2023.1269560 View at source

  • ISSN 22962360

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

An online learning algorithm to play discounted repeated games in wireless networks

  • Parras, Juan
  • Apellaniz, Patricia A
  • Zazo, Santiago

Engineering Applications Of Artificial Intelligence - 1/1/2022

10.1016/j.engappai.2021.104520 View at source

  • ISSN 09521976

Inverse Reinforcement Learning: a New Framework to Mitigate an Intelligent Backoff Attack

  • Parras, Juan
  • Almodovar, Alejandro
  • Apellaniz, Patricia A
  • Zazo, Santiago

Ieee Internet Of Things Journal (p. 24790-24799) - 1/1/2022

10.1109/jiot.2022.3194694 View at source

  • ISSN 23274662

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

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

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

Decentralized multi-agent deep reinforcement learning in swarms of drones for flood monitoring

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

2019 27th European Signal Processing Conference (Eusipco) (p. 1-5) - 2/9/2019

10.23919/eusipco.2019.8903067 View at source

  • ISSN 22195491

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

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

Audio restoration of solo guitar excerpts using a excitation-filter instrument model

  • PARRAS MORAL, JUAN
  • CAÑADAS QUESADA, FRANCISCO JESUS
  • VERA CANDEAS, PEDRO
  • RUIZ REYES, NICOLAS

(p. 654-659) - 2/8/2013

  • iMarina

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

Precision drug REPurpOsing For EUrope and the world (REPO4EU).

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

Period: From 01-09-2022

  • iMarina

Synthetic generation of hematological data over federated computing frameworks

  • FERNANDEZ SALVADOR, LUIS FERNANDO (Participante)
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • RODRIGO FERRAN, JUAN ANTONIO (Participante)
  • ALONSO DE APELLANIZ, PATRICIA (Participante)
  • ARROYO GALENDE, BORJA (Investigador principal (IP))
  • LARRAGA GARCIA, BLANCA (Investigador principal (IP))
  • URIBE MAYORAL, SILVIA ALBA (Participante)
  • HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
  • PARRAS MORAL, JUAN (Miembro del equipo de investigación)
  • ZAZO BELLO, SANTIAGO (Investigador principal (IP))
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
... View more Collapse

Period: 01-12-2022 - 30-11-2026

Type of funding: International

Amount of funding: 685000,00 Euros.

  • 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

Genomics and Personalized Medicine for all though Artificial Intelligence in Haematological Diseases

  • Menendez Garcia, Jose Manuel (Participante)
  • URIBE MAYORAL, SILVIA ALBA (Participante)
  • GUINEA PEREZ, JAVIER (Participante)
  • RODRIGO FERRAN, JUAN ANTONIO (Participante)
  • JIMENEZ BERMEJO, DAVID (Participante)
  • GUTIERREZ MARTIN, ALVARO (Participante)
  • TAPIA MERINO, JOSE RAMON (Participante)
  • BASTICO, MATTEO (Participante)
  • HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
  • PARRAS MORAL, JUAN (Participante)
  • FERNANDEZ GARCIA, ANAIDA (Participante)
  • MORENO GARCÍA, FRANCISCO (Participante)
  • MAYOR PEREA, MARIA JESUS (Participante)
  • ARROYO GALENDE, BORJA (Participante)
  • JIMENEZ BEJARANO, ANA (Participante)
  • ALFONSO KURANO, JORGE (Participante)
  • ALMODOVAR ESPESO, ALEJANDRO (Participante)
  • ALONSO DE APELLANIZ, PATRICIA (Participante)
  • ZAZO BELLO, SANTIAGO (Investigador principal (IP))
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
... View more Collapse

Period: 01-01-2021 - 31-12-2024

Type of funding: International

  • iMarina

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

  • ZAZO BELLO, SANTIAGO (Participante)
  • GALVAÑ SALA, DAVID AMARO (Participante)
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • QUESADA LOPEZ, DAVID (Participante)
  • CASAR CORREDERA, JOSE RAMON (Participante)
  • GALOCHA DOMINGUEZ, LUIS (Participante)
  • TORRE OLIVA, ALEJANDRO DE LA (Participante)
  • González Guardia, Esteban (Participante)
  • ALCAZAR VALDARACETE, RAUL (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • MIGUEL VELA, GONZALO C. DE (Participante)
  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
  • Muñoz Hernández, Susana (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • Díaz López, José Manuel (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)
  • TORRE ASTANIN, ALEXANDER DE LA (Participante)
  • CAMPAÑA RAMOS, IVAN (Participante)
  • SALVACHUA RODRIGUEZ, JOAQUIN LUCIANO (Investigador principal (IP))
  • Benac Earle, Clara (Participante)
  • LOPEZ PERNAS, SONSOLES (Participante)
  • ALONSO DE APELLANIZ, PATRICIA (Participante)
  • HUECAS FERNANDEZ-TORIBIO, GABRIEL (Participante)
  • García Santos, Narciso (Participante)
  • QUEMADA VIVES, JUAN (Participante)
  • GUTIERREZ SANCHEZ, JESUS (Investigador principal (IP))
  • Conde Díaz, Javier (Participante)
  • 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)
  • Yelmo Garcia, Juan Carlos (Investigador principal (IP))
  • TORRES INCHAURZA, IMANOL (Participante)
  • MARTIN GARCIA, YOD SAMUEL (Participante)
  • ARIAS LONDOÑO, Julian David (Participante)
  • BARRA ARIAS, ENRIQUE (Participante)
  • GARCIA DELGADO, MIGUEL ANGEL (Participante)
  • PAVON GOMEZ, SANTIAGO (Participante)
  • JIMENEZ MARTIN, ANTONIO (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: From 01-01-2020

  • 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

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 8/1/24 11:15 PM