Parras Moral, Juan j.parras@upm.es
Publications
- Articles 29
- Books 0
- Book chapters 1
- Conferences 14
- Working papers 0
- Technical reports 0
- Research projects 13
- Supervised theses 1
- Patent or software license 0
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
Artificial inductive bias for synthetic tabular data generation in data-scarce scenarios
- Apellániz, PA
- Jiménez, A
- Galende, BA
- Parras, J
- Zazo, S
Neurocomputing - 4/8/2025
10.1016/j.neucom.2025.131122 View at source
- ISSN 09252312
Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios
- Apellániz, PA
- Parras, J
- Zazo, S
Big Data And Cognitive Computing - 1/2/2025
10.3390/bdcc9020018 View at source
- ISSN 25042289
Development and validation of synthetic data generation over a federated learning computing framework to accelerate innovation and boost personalized medicine in hematological diseases
- Asti, Gianluca
- Delleani, Mattia
- Apellaniz, Patricia
- Isasa, Imanol
- Duarte, Daniela Martinez
- Galende, Borja Arroyo
- Casadei, Francesco
- Iascone, Eleonora
- Bicchieri, Marilena
- Sauta, Elisabetta
- Zazzetti, Elena
- Campagna, Alessia
- Maggioni, Giulia
- Lanino, Luca
- Buizza, Alessandro
- Ferrari, Ivan
- Bruseghini, Alessandro
- Zampini, Matteo
- Almodovar, Alejandro
- Uribe, Silvia
- Savevski, Victor
- Almeida, Antonio
- Komrokji, Rami
- Zeidan, Amer
- Fenaux, Pierre
- Zhao, Lin-Pierre
- Bullinger, Lars
- Eric, Strang
- Diez-Campelo, Maria
- Parras, Juan
- Alberich, Leonor Cerda
- Castellani, Gastone
- Zazo, Santiago
- Mayer, Rudolf
- Beristain, Andoni
- Alvarez, Federico
- D'amico, Saverio
- della Porta, Matteo
Blood (p. 4350-4351) - 3/11/2025
10.1182/blood-2025-4350 View at source
- ISSN 00064971
Membership Inference Attacks and Differential Privacy: A Study Within the Context of Generative Models
- Galende, BA
- Apellániz, PA
- Parras, J
- Zazo, S
- Uribe, S
Ieee Open Journal Of The Computer Society (p. 801-811) - 1/1/2025
10.1109/ojcs.2025.3572244 View at source
- ISSN 26441268
Advancing Cancer Research with Synthetic Data Generation in Low-Data Scenarios
- Apellaniz PA
- Galende BA
- Jimenez A
- Parras J
- Zazo S
Ieee Journal Of Biomedical And Health Informatics - 1/1/2025
10.1109/jbhi.2025.3595371 View at source
- ISSN 21682208
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 View at source
- ISSN 20452322
- iMarina
- 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 View at source
- ISSN 18790534
MOSAIC: An Artificial Intelligence-Based Framework for Multimodal Analysis, Classification, and Personalized Prognostic Assessment in Rare Cancers.
- D'Amico, Saverio
- Dall'Olio, Lorenzo
- Rollo, Cesare
- Alonso, Patricia
- Prada-Luengo, Inigo
- Dall'Olio, Daniele
- Sala, Claudia
- Sauta, Elisabetta
- Asti, Gianluca
- Lanino, Luca
- Maggioni, Giulia
- Campagna, Alessia
- Zazzetti, Elena
- Delleani, Mattia
- Bicchieri, Maria Elena
- Morandini, Pierandrea
- Savevski, Victor
- Arroyo, Borja
- Parras, Juan
- Zhao, Lin Pierre
- Platzbecker, Uwe
- Diez-Campelo, Maria
- Santini, Valeria
- Fenaux, Pierre
- Haferlach, Torsten
- Krogh, Anders
- Zazo, Santiago
- Fariselli, Piero
- Sanavia, Tiziana
- Della Porta, Matteo Giovanni
- Castellani, Gastone
Jco Clinical Cancer Informatics (p. e2400008-e2400008) - 1/6/2024
10.1200/cci.24.00008 View at source
- ISSN 24734276
- iMarina
- iMarina
An Artificial Intelligence-Based Federated Learning Platform to Boost Precision Medicine in Rare Hematological Diseases: An Initiative By GenoMed4all and Synthema Consortia
- Asti, G
- D'Amico, S
- Carota, L
- Piscia, D
- Casadei, F
- Merleau, NSC
- de Apellániz, PA
- Kubasch, AS
- Gloaguen, S
- Modler, N
- Martin, CG
- Rollo, C
- Parras, J
- Delleani, M
- Zazzetti, E
- Sauta, E
- Curti, N
- Derus, NR
- Carlini, G
- Dall'Olio, D
- Sala, C
- Dall'Olio, L
- Lanino, L
- Maggioni, G
- Campagna, A
- Bicchieri, M
- Bonometti, A
- Lancellotti, C
- Rahal, D
- Di Tommaso, L
- Sanavia, T
- Fariselli, P
- Zampini, M
- Brindisi, M
- Savevski, V
- Platzbecker, U
- Diez-Campelo, M
- Zhao, LP
- Fenaux, P
- Haferlach, T
- Planat, V
- Colombatti, R
- del Mar Mañú-Pereira, M
- Krogh, A
- Uribe, S
- Zazo, S
- Giampieri, E
- Castellani, G
- Della Porta, MG
- Alvarez, F
Blood (p. 4989-4990) - 5/11/2024
10.1182/blood-2024-205541 View at source
- ISSN 00064971
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
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
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
An improved tabular data generator with VAE-GMM integration
- Apellániz, PA
- Parras, J
- Zazo, S
2013 21st European Signal Processing Conference, Eusipco 2013 (p. 1886-1890) - 1/1/2024
10.23919/eusipco63174.2024.10715230 View at source
- ISSN 22195491
CR-SAVAE: A Parametric Method for Survival Analysis with Competing Risks
- Apellaniz, PA
- Parras, J
- Zazo, S
32nd European Signal Processing Conference (p. 1526-1530) - 1/1/2024
Survival Model Optimization via Federated Learning: A Study Combining Simulations and Experiments
- Casadei F
- Carota L
- Asti G
- D'Amico S
- Piscia D
- Zazo S
- Apellaniz PA
- Parras J
- Sala C
- Rollo C
- Merleau NSC
- Fariselli P
- Della Porta M
- Sanavia T
- Garcia FA
- Castellani G
- Giampieri E
Proceedings - 2024 Ieee International Conference On Big Data, Bigdata 2024 (p. 7658-7667) - 1/1/2024
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
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
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
This researcher has no working papers.
This researcher has no technical reports.
Autoorganización y colaboración de vehículos submarinos empleando inteligencia artificial
- GUTIERREZ MARTIN, ALVARO (Investigador principal (IP))
- PARRAS MORAL, JUAN (Investigador principal (IP))
- JIMENEZ LEUBE, FRANCISCO J. (Participante)
- ZAZO BELLO, SANTIAGO (Participante)
- FRAILE ARDANUY, JOSE JESUS (Participante)
- MAGDALENA LAYOS, LUIS (Participante)
- ZUFIRIA ZATARAIN, PEDRO JOSE (Participante)
- LARRAGA GARCIA, BLANCA (Miembro del equipo de trabajo)
- SENDRA ARRANZ, RAFAEL (Miembro del equipo de trabajo)
- ALMODOVAR ESPESO, ALEJANDRO (Miembro del equipo de trabajo)
Period: 01-09-2024 - 31-08-2027
Type of funding: National
Amount of funding: 153625,00 Euros.
- iMarina
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))
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 MUÑOZ, DANIEL (Participante)
- 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))
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)
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
- 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)
- 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))
Period: 01-01-2021 - 31-12-2024
Type of funding: International
Amount of funding: 869375,00 Euros.
- iMarina
MadridDataSpace4Pandemics Inteligencia Artificial y tecnologías basadas en datos para la comprensión, detección, tratamiento y análisis de la COVID-19
- 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)
- GODINO LLORENTE, JUAN IGNACIO (Investigador principal (IP))
- POZO HUERTAS, ALEJANDRO (Participante)
- BURLAKA PETRASH, ARSEN (Participante)
- BERNARDOS BARBOLLA, ANA MARIA (Investigador principal (IP))
- ALVAREZ GARCIA, FEDERICO (Participante)
- BERGESIO, LUCA (Participante)
- TORRE ASTANIN, ALEXANDER DE LA (Participante)
- SALVACHUA RODRIGUEZ, JOAQUIN LUCIANO (Investigador principal (IP))
- LOPEZ PERNAS, SONSOLES (Participante)
- HUECAS FERNANDEZ-TORIBIO, GABRIEL (Participante)
- GUILLÉN PACHO, IBAI (Investigador/a)
- QUEMADA VIVES, JUAN (Participante)
- Conde Díaz, Javier (Participante)
- MUÑOZ ARCENTALES, JOSÉ ADRÉS (Participante)
- CAMPAÑA RAMOS, IVAN (Participante)
- MUÑOZ ARCENTALES, JOSE ANDRES (Participante)
- Corcho García, Oscar (Investigador principal (IP))
- Benac Earle, Clara (Participante)
- Sundar Goswami, Subhra (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Participante)
- TORRES INCHAURZA, IMANOL (Participante)
- García Santos, Narciso (Participante)
- ARIAS LONDOÑO, Julian David (Participante)
- GUTIERREZ SANCHEZ, JESUS (Investigador principal (IP))
- GARCIA DELGADO, MIGUEL ANGEL (Participante)
- LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))
- JIMENEZ MARTIN, ANTONIO (Participante)
- HERRANZ NIEVA, ANGEL (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)
- González Guardia, Esteban (Participante)
- BARRA ARIAS, ENRIQUE (Participante)
- ALCAZAR VALDARACETE, RAUL (Participante)
- PAVON GOMEZ, SANTIAGO (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- ZAZO BELLO, SANTIAGO (Participante)
- MIGUEL VELA, GONZALO C. DE (Participante)
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- BIELZA LOZOYA, MARIA CONCEPCION (Participante)
- CASAR CORREDERA, JOSE RAMON (Participante)
- LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
- TORRE OLIVA, ALEJANDRO DE LA (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)
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
This researcher has no patents or software licenses.
Research groups
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Grupo de Aplicaciones del Procesado de Señal (GAPS)
Role: Miembro
Researcher profiles
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ORCID
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Publons
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Scopus Author ID
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Dialnet id