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Author profile at the institutional portal

Garcia Castro, Raul r.garcia@upm.es

INTELIGENCIA ARTIFICIAL / Universidad Politécnica de Madrid

Publications

A comprehensive benchmark of spatial encoding methods for tabular data with deep neural networks

  • Liu, Jiayun
  • Castillo-Cara, Manuel
  • Garcia-Castro, Raul

Information Fusion - 1/6/2026

Editor: Elsevier B.V.

10.1016/j.inffus.2025.104088 View at source

  • ISSN 15662535
  • ISSN/ISBN 1872-6305

On the Significance of Graph Neural Networks With Pretrained Transformers in Content-Based Recommender Systems for Academic Article Classification

  • Liu, JY
  • Castillo-Cara, M
  • Garcia-Castro, R

Expert Systems - 1/7/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.70073 View at source

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

Identification of antibiotic resistance profiles in diabetic foot infections: A machine learning proof-of-concept analysis

  • Carrillo-Larco
  • RM
  • de Elvira Mori Orrillo
  • E
  • Castillo-Cara
  • M
  • García
  • R
  • Yovera-Aldana
  • M
  • Bernabe-Ortiz
  • A
... View more Collapse

International Journal of Diabetes in Developing Countries - 12/4/2025

Editor: Springer

10.1007/s13410-025-01490-1 View at source

  • ISSN 09733930
  • ISSN/ISBN 1998-3832

MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning

  • Castillo-Cara, M
  • Martínez-Gómez, J
  • Ballesteros-Jerez, J
  • García-Varea, I
  • García-Castro, R
  • Orozco-Barbosa, L

Ieee Journal Of Selected Topics In Signal Processing (p. 559-571) - 1/4/2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstsp.2025.3555067 View at source

  • ISSN 19324553
  • ISSN/ISBN 1941-0484

Open Digital Rights Enforcement framework (ODRE): From descriptive to enforceable policies

  • Cimmino, A
  • Cano-Benito, J
  • García-Castro, R

Computers & Security - 1/3/2025

10.1016/j.cose.2024.104282 View at source

  • ISSN 01674048

TINTOlib: A Python library for transforming tabular data into synthetic images for deep neural networks

  • Liu, JY
  • González-Fernández, D
  • Castillo-Cara, M
  • García-Castro, R

Softwarex - 1/12/2025

Editor: Elsevier B.V.

10.1016/j.softx.2025.102444 View at source

  • ISSN 23527110
  • ISSN/ISBN 2352-7110

The Third International Workshop on Knowledge Graphs for Sustainability (KG4S2025) - Foreword

  • Blomqvist E
  • García-Castro R
  • Hernández D
  • Hitzler P
  • Lindecrantz M
  • Poveda-Villalón M

Ceur Workshop Proceedings - 1/1/2025

  • ISSN 16130073
  • iMarina

DTAG: A Methodology for Aggregating Digital Twins Using the WoTDT Ontology

  • Gonzalez-Gerpe, Salvador
  • Poveda-Villalon, Maria
  • Garcia-Castro, Raul

Applied Sciences-Basel - 1/7/2024

10.3390/app14135960 View at source

  • ISSN 20763417

Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

  • Yauri-Lozano, E
  • Castillo-Cara, M
  • Orozco-Barbosa, L
  • García-Castro, R

Information Processing & Management - 1/5/2024

Editor: Elsevier Ltd

10.1016/j.ipm.2024.103667 View at source

  • ISSN 03064573
  • ISSN/ISBN 0306-4573

From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability

  • Huaranga-Junco, E
  • González-Gerpe, S
  • Castillo-Cara, M
  • Cimmino, A
  • García-Castro, R

Future Generation Computer Systems-The International Journal Of Escience (p. 134-150) - 1/10/2024

Editor: Elsevier B.V.

https://doi.org/10.1016/j.future.2024.05.001 View at source

  • ISSN 0167739X
  • ISSN/ISBN 0167-739X

How much OWL do you need to know to make sense of building ontologies?

  • M Poveda-Villalón
  • S Carulli-Pérez
  • R García-Castro

1/1/2024

  • iMarina

WoTDT: an Extension of the WoT Thing Description Ontology for Digital Twins in the Construction Domain

  • S González-Gerpe
  • A Cimmino
  • S Bernardos
  • M Poveda-Villalón

1/1/2024

  • iMarina

Benchmarking Semantic Web technology

  • García Castro R

(p. 1-326) - 7/12/2009

  • iMarina

The ETSI SAREF Ontology for Smart Applications: A Long Path of Development and Evolution

  • García-Castro R
  • Lefrançois M
  • Poveda-Villalón M
  • Daniele L

Energy Smart Appliances: Applications, Methodologies, And Challenges (p. 183-215) - 1/1/2023

10.1002/9781119899457.ch7 View at source

A Systematic Review of Ontologies for the Water Domain

  • Tiwari, Sanju
  • Garcia Castro, Raul

Tools, Languages, Methodologies For Representing Semantics On The Web Of Things (p. 40) - 1/10/2022

  • iMarina

Standards for the IoT

  • Dickerson K
  • García-Castro R
  • Kostelnik P
  • Paralič M

Iot Platforms, Use Cases, Privacy, And Business Models (p. 125-147) - 1/1/2021

10.1007/978-3-030-45316-9_6 View at source

Ontologies for IoT Semantic Interoperability

  • Cimmino A
  • Fernández-Izquierdo A
  • Poveda-Villalón M
  • García-Castro R

Iot Platforms, Use Cases, Privacy, And Business Models: With Hands-On Examples Based On The Vicinity Platform (p. 99-123) - 21/7/2020

10.1007/978-3-030-45316-9_5 View at source

  • ISBN 9783030453152

Benchmarking in the Semantic Web

  • García-Castro R
  • Gómez-Pérez A

Software Applications: Concepts, Methodologies, Tools, And Applications (p. 3489-3518) - 1/1/2009

10.4018/978-1-60566-060-8.ch200 View at source

LLMs for Ontology Engineering: A landscape of Tasks and Benchmarking challenges

  • Garijo D
  • Poveda-Villalón M
  • Amador-Domínguez E
  • Wang Z
  • García-Castro R
  • Corcho O

Ceur Workshop Proceedings - 1/1/2025

  • ISSN 16130073
  • iMarina

The AURORAL Privacy Approach for Smart Communities Based on ODRL

  • Cimmino, A
  • Cano-Benito, J
  • García-Castro, R

Artificial Intelligence In Education. Posters And Late Breaking Results, Workshops And Tutorials, Industry And Innovation Tracks, Practitioners, Doctoral Consortium And Blue Sky, Aied 2023 (p. 89-100) - 1/1/2025

10.1007/978-3-031-78572-6_6 View at source

  • ISSN 18650929

ODRE Policy Directory Service: A Trust-Based ODRL Service for Decentralised and Policy-Aware Ecosystems

  • Martín-Núñez L
  • Cimmino A
  • García-Castro R

Ceur Workshop Proceedings - 1/1/2025

  • ISSN 16130073
  • iMarina

Fuzzy HealthIoT Ontology for Comorbidity Treatment

  • Rhayem A
  • Riali I
  • Mhiri MBA
  • Fareh M
  • García-Castro R
  • Gargouri F

Lecture Notes In Computer Science (p. 228-241) - 1/1/2024

10.1007/978-3-031-49333-1_17 View at source

  • ISSN 03029743

WoTDT: an Extension of the WoT Thing Description Ontology for Digital Twins in the Construction Domain

  • González-Gerpe S
  • Cimmino A
  • Bernardos S
  • Poveda-Villalón M
  • García-Castro R

Ceur Workshop Proceedings (p. 147-161) - 1/1/2024

  • ISSN 16130073
  • iMarina

How Much OWL Do You Need to Know to Make Sense of Building Ontologies

  • Poveda-Villalón M
  • Carulli-Pérez S
  • García-Castro R

Ceur Workshop Proceedings (p. 162-169) - 1/1/2024

  • ISSN 16130073
  • iMarina

Towards time privacy policies in ODRL

  • Cano-Benito J
  • Cimmino A
  • García-Castro R

Ceur Workshop Proceedings - 1/1/2024

  • ISSN 16130073
  • iMarina

Generating ontology conceptualization and pattern libraries with Chowlk

  • Poveda-Villalon, Maria
  • Carulli-Perez, Sergio
  • Garcia-Castro, Raul

JOINT ONTOLOGY WORKSHOPS, JOWO 2024 - 1/1/2024

  • ISSN 16130073
  • iMarina

WoTDT: an Extension of theWoT Thing Description Ontology for Digital Twins in the Construction Domain

  • Gonzalez-Gerpe, Salvador
  • Cimmino, Andrea
  • Bernardos, Socorro
  • Poveda-Villalon, Maria
  • Garcia-Castro, Raul

LINKED DATA IN ARCHITECTURE AND CONSTRUCTION 2024, LDAC 2024 (p. 147-161) - 1/1/2024

  • ISSN 16130073
  • iMarina

How Much OWL Do You Need to Know to Make Sense of Building Ontologies?

  • Poveda-Villalon, Maria
  • Carulli-Perez, Sergio
  • Garcia-Castro, Raul

LINKED DATA IN ARCHITECTURE AND CONSTRUCTION 2024, LDAC 2024 (p. 162-169) - 1/1/2024

  • ISSN 16130073
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

CONSULTANCY SERVICES RELATED TO THE SUPERVISION OF WORKS CARRIED OUT BY MSC STUDENTS FROM THE OFFICIAL MASTERS ON ARTIFICIAL INTELLIGENCE AND DATA SCIENCE AT UPM

  • BAJO PEREZ, JAVIER (Colaborador/a)
  • RODRIGUEZ DONCEL, VICTOR (Colaborador/a)
  • Garcia Castro, Raul (Colaborador/a)
  • Garijo Verdejo, Daniel (Colaborador/a)
  • POVEDA VILLALON, MARIA (Colaborador/a)
  • Corcho García, Oscar (Investigador principal (IP))

Period: 01-02-2026 - 31-12-2026

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Tecnologías del lenguaje y del conocimiento para gestionar y aprovechar espacios de datos

  • , (Participante)
  • SUAREZ DE FIGUEROA BAONZA, M. CARMEN (Investigador principal (IP))
  • RODRIGUEZ DONCEL, VICTOR (Investigador principal (IP))
  • BADENES OLMEDO, CARLOS (Participante)
  • CIMMINO ARRIAGA, ANDREA JESUS (Participante)
  • Garcia Castro, Raul (Participante)
  • Rico Almodovar, Mariano (Participante)
  • GOMEZ PEREZ, ASUNCION DE MARIA (Participante)
  • BERNARDOS GALINDO, MARIA DEL SOCORRO (Participante)
  • MONTIEL PONSODA, ELENA (Participante)
  • Corcho García, Oscar (Participante)
  • MARTIN CHOZAS, PATRICIA (Participante)
  • Calleja Ibañez, Pablo (Participante)
  • AMADOR DOMINGUEZ, ELVIRA (Participante)
... View more Collapse

Period: 01-09-2025 - 31-08-2028

Type of funding: National

Amount of funding: 200750,00 Euros.

  • iMarina

RAZONAMIENTO COGNITIVO EN MODELOS GENERATIVOS A TRAVÉS DE GRAFOS DE CONOCIMIENTO

  • , (Participante)
  • Calleja Ibañez, Pablo (Investigador principal (IP))
  • AMADOR DOMINGUEZ, ELVIRA (Participante)
  • Garcia Castro, Raul (Participante)

Period: 01-09-2025 - 31-12-2026

Type of funding: National

Amount of funding: 0,00 Euros.

  • iMarina

Potenciando la interoperabilidad en espacios de datos mediante inteligencia artificial

  • , (Participante)
  • Garcia Castro, Raul (Investigador principal (IP))
  • POVEDA VILLALON, MARIA (Participante)
  • Calleja Ibañez, Pablo (Participante)
  • MARTIN CHOZAS, PATRICIA (Participante)
  • VILCHES BLAZQUEZ, Luís Manuel (Participante)
  • MONTIEL PONSODA, ELENA (Participante)
  • ARENAS GUERRERO, JULIAN (Participante)
... View more Collapse

Period: 01-07-2025 - 30-06-2026

Type of funding: National

Amount of funding: 292011,00 Euros.

  • iMarina

Smart Transformation and Innovation Consortium Slovakia

  • , (Participante)
  • Garcia Castro, Raul (Investigador principal (IP))

Period: 01-04-2025 - 30-09-2027

Type of funding: International

Amount of funding: 2553234,00 Euros.

  • iMarina

SOEL: Asistentes para ingeniería ontológica basados en modelos de lenguaje

  • POVEDA VILLALON, MARIA (Investigador principal (IP))
  • Garijo Verdejo, Daniel (Investigador principal (IP))
  • GOMEZ PEREZ, ASUNCION DE MARIA (Participante)
  • Corcho García, Oscar (Participante)
  • Calleja Ibañez, Pablo (Participante)
  • MONTIEL PONSODA, ELENA (Participante)
  • AMADOR DOMINGUEZ, ELVIRA (Participante)
  • Garcia Castro, Raul (Participante)
  • MARTIN CHOZAS, PATRICIA (Participante)
... View more Collapse

Period: 01-09-2024 - 31-08-2027

Type of funding: National

Amount of funding: 184125,00 Euros.

  • iMarina

CURSO DE FORMACIÓN EN WEB SEMÁNTICA

  • POVEDA VILLALON, MARIA (Investigador principal (IP))
  • CIMMINO ARRIAGA, ANDREA JESUS (Colaborador/a)
  • Garcia Castro, Raul (Colaborador/a)

Period: 08-07-2024 - 07-08-2024

Type of funding: Internal

  • iMarina

Publicación y uso de datos abiertos enlazados del Instituto Nacional de Estadística

  • VILCHES BLAZQUEZ, Luís Manuel (Investigador principal (IP))
  • GUILLÉN PACHO, IBAI (Otros)
  • CONDE HERREROS, DIEGO (Miembro del equipo de trabajo)
  • Corcho García, Oscar (Investigador principal (IP))
  • SUAREZ DE FIGUEROA BAONZA, M. CARMEN (Participante)
  • Garcia Castro, Raul (Participante)
  • Rico Almodovar, Mariano (Participante)
  • MONTIEL PONSODA, ELENA (Participante)
  • GOMEZ PEREZ, ASUNCION DE MARIA (Participante)
... View more Collapse

Period: 12-05-2023 - 11-05-2026

Type of funding: National

  • iMarina

STF 653/02

  • POVEDA VILLALON, MARIA (Participante)
  • Garcia Castro, Raul (Investigador principal (IP))

Period: 01-02-2023 - 31-07-2024

Type of funding: International

Amount of funding: 78000,00 Euros.

  • iMarina

Infraestructura para la Investigación de Espacios de Datos distribuidos en UPM

  • WANG, ZIYUAN (Miembro del equipo de trabajo)
  • GOLVANO DIAZ, CARLOS (Miembro del equipo de trabajo)
  • PARDO FERRERA, JOEL (Miembro del equipo de trabajo)
  • RUIZ MORENO, CARLOS (Miembro del equipo de trabajo)
  • ALCAZAR VALDARACETE, RAUL (Miembro del equipo de trabajo)
  • GONÇALVES CRISOSTOMO ESTEVES, BEATRIZ (Miembro del equipo de trabajo)
  • FERNANDEZ-LANCHA ARANDA, VICTOR (Miembro del equipo de trabajo)
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
  • Corcho García, Oscar (Investigador principal (IP))
  • MONTIEL PONSODA, ELENA (Investigador principal (IP))
  • MARTIN CHOZAS, PATRICIA (Participante)
  • Garcia Castro, Raul (Participante)
  • RODRIGUEZ DONCEL, VICTOR (Participante)
  • BAJO PEREZ, JAVIER (Participante)
  • GOMEZ PEREZ, ASUNCION DE MARIA (Participante)
  • JIMENEZ BERMEJO, DAVID (Participante)
  • BADENES OLMEDO, CARLOS (Participante)
  • GARCIA CUESTA, ESTEBAN (Participante)
  • BERNARDOS GALINDO, MARIA DEL SOCORRO (Participante)
  • Garijo Verdejo, Daniel (Participante)
  • POVEDA VILLALON, MARIA (Participante)
  • SUAREZ DE FIGUEROA BAONZA, M. CARMEN (Participante)
  • PEREZ HERNANDEZ, MARIA DE LOS SANTOS (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • ARENAS GUERRERO, JULIAN (Participante)
  • Calleja Ibañez, Pablo (Participante)
  • Rico Almodovar, Mariano (Participante)
  • DIEZ IBARBIA, PAULA (Miembro del equipo de trabajo)
  • JIAYUN, LIU (Miembro del equipo de trabajo)
  • GARCIA ANES, ADONIS (Miembro del equipo de trabajo)
  • LUQUE HERNANDEZ, JORGE (Miembro del equipo de trabajo)
  • SAURA MONTESINOS, VICTORIA (Miembro del equipo de trabajo)
  • PALACIOS PALACIOS, LUCIA (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-01-2023 - 30-06-2025

Type of funding: National

  • iMarina

Representación y agregación semántica de gemelos digitales

  • POVEDA VILLALON, MARIA (Director)
  • Garcia Castro, Raul (Director) Doctorando: GONZALEZ GERPE, SALVADOR

28/11/2025

  • iMarina

Convergence and representation of blockchain and smart contracts using the semantic web

  • Garcia Castro, Raul (Director)
  • BAJO PEREZ, JAVIER (Director) Doctorando: Cano de Benito, Juan

16/1/2025

  • iMarina

Ontology verification based on lexico-syntactic patterns

  • BAJO PEREZ, JAVIER (Director)
  • Garcia Castro, Raul (Director) Doctorando: Fernández Izquierdo, Alba

1/1/2021

  • iMarina

A Framework for Linked Data Quality based on Data Profiling and RDF Shape Induction

  • Garcia Castro, Raul (Director)
  • Gómez Pérez, Asunción (Director) Doctorando: Mihindukulasooriya, Nandana

1/2/2020

  • iMarina

Improving named entity recognition through the identification of entity roles

  • Garcia Castro, Raul (Codirector)
  • GOMEZ PEREZ, ASUNCION DE MARIA (Director)
  • Raúl García Castro (Director) Doctorando: Pablo Calleja Ibáñez

13/1/2020

  • iMarina

Linked data for enhanced energy management at district and building levels : an indicator-based methodology

  • Garcia Castro, Raul (Colaborador/a)
  • VEGA SANCHEZ, SERGIO (Colaborador/a) Doctorando: Li, Yehong

1/1/2017

  • iMarina

RIDER - A Recommendation Framework for Exploiting Evaluation Results and User Quality Requirements

  • Garcia Castro, Raul (Director)
  • Gómez Pérez, Asunción (Director) Doctorando: Radulovic, Filip

1/6/2016

  • iMarina

Methods and Techniques for Segmentation of Consumers in Social Media

  • Gómez Pérez, Asunción (Director)
  • Garcia Castro, Raul (Director) Doctorando: Muñoz García, Oscar

1/1/2015

  • iMarina

Benchmarking Semantic Web technology

  • Garcia Castro, Raul (Titulado/a)
  • Gómez Pérez, Asunción (Director) Doctorando: García-Castro, Raúl

1/7/2008

  • iMarina

TINTORETTO (Registro de Software)

  • CASTILLO CARA, JOSE MANUEL (Autor o Coautor)
  • Garcia Castro, Raul (Autor o Coautor)

13/6/2023

  • iMarina

WoTHive (Registro Software)

  • CIMMINO ARRIAGA, ANDREA JESUS (Autor o Coautor)
  • Garcia Castro, Raul (Autor o Coautor)

17/11/2023

  • iMarina

ODRL-LIB (Registro Software)

  • CIMMINO ARRIAGA, ANDREA JESUS (Autor o Coautor)
  • Garcia Castro, Raul (Autor o Coautor)

17/11/2023

  • iMarina

Helio (Registro de software)

  • Garcia Castro, Raul (Autor o Coautor)
  • CIMMINO ARRIAGA, ANDREA JESUS (Autor o Coautor)

4/6/2021

  • iMarina

Java API for Thing Descriptions of WoT (Registro de software)

  • Garcia Castro, Raul (Autor o Coautor)
  • CIMMINO ARRIAGA, ANDREA JESUS (Autor o Coautor)

4/6/2021

  • iMarina

JTD

  • CIMMINO ARRIAGA, ANDREA JESUS (Autor o Coautor)
  • Garcia Castro, Raul (Autor o Coautor)

26/10/2021

  • iMarina
Last data update: 4/16/26 8:15 AM