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Juan Gómez Romero

Universidad de Granada

Publicaciones

Prediction of wind turbines power with physics-informed neural networks and evidential uncertainty quantification

Engineering Applications of Artificial Intelligence

  • 2026
  • journal-article
An AI knowledge‐based system for police assistance in crime investigation
AUTHORS: Carlos Fernandez‐Basso; Karel Gutiérrez‐Batista; Juan Gómez‐Romero; M. Dolores Ruiz; Maria J. Martin‐Bautista

Expert Systems

  • 2025
  • journal-article
Experimental application of a semi-parametric model for interpretable and accurate egression analysis of building energy consumption

Energy and Buildings

  • 2025
  • journal-article
Perfiles y necesidades formativas de los fact-checkers de la Península Ibérica: impacto de la IA
AUTHORS: Javier Cantón-Correa; Andrés Montoro-Montarroso; Juan Gómez-Romero; Miguel Molina-Solana

Doxa Comunicación. Revista Interdisciplinar de Estudios de Comunicación y Ciencias Sociales

  • 2025
  • journal-article
pytopicgram: A library for data extraction and topic modeling from Telegram channels
AUTHORS: Juan Gómez-Romero; Javier Cantón Correa; Rubén Pérez Mercado; Francisco Prados Abad; Miguel Molina-Solana; Waldo Fajardo

SoftwareX

  • 2025
  • journal-article
Sinergym – A virtual testbed for building energy optimization with Reinforcement Learning
AUTHORS: Alejandro Campoy-Nieves; Antonio Manjavacas; Javier Jiménez-Raboso; Miguel Molina-Solana; Juan Gómez-Romero

Energy and Buildings

  • 2025
  • journal-article
Explainable Hybrid Semi-parametric Model for Prediction of Power Generated by Wind Turbines
AUTHORS: Alfonso Gijón; Simone Eiraudo; Antonio Manjavacas; Lorenzo Bottaccioli; Andrea Lanzini; Miguel Molina-Solana; Juan Gómez-Romero
  • 2024
  • book-chapter
Semantic Building Information Modeling: An empirical evaluation of existing tools
AUTHORS: Ignacio Huitzil; Miguel Molina-Solana; Juan Gómez-Romero; Marco Schorlemmer; Pere Garcia-Calvés; Nardine Osman; Josep Coll; Fernando Bobillo

Journal of Industrial Information Integration

  • 2024
  • journal-article
Explaining Deep Reinforcement Learning-Based Methods for Control of Building HVAC Systems
AUTHORS: Javier Jiménez-Raboso; Antonio Manjavacas; Alejandro Campoy-Nieves; Miguel Molina-Solana; Juan Gómez-Romero
  • 2023
  • book-chapter
Fighting disinformation with artificial intelligence: fundamentals, advances and challenges
AUTHORS: Andrés Montoro-Montarroso; Javier Cantón-Correa; Paolo Rosso; Berta Chulvi; Ángel Panizo-Lledot; Javier Huertas-Tato; Blanca Calvo-Figueras; M. José Rementeria; Juan Gómez-Romero

El Profesional de la información

  • 2023
  • journal-article
Graph Neural Network Potentials for Molecular Dynamics Simulations of Water Cluster Anions
AUTHORS: Alfonso Gijón; Miguel Molina-Solana; Juan Gómez-Romero
  • 2023
  • book-chapter
TSxtend: A Tool for Batch Analysis of Temporal Sensor Data
AUTHORS: Roberto Morcillo-Jimenez; Karel Gutiérrez-Batista; Juan Gómez-Romero

Energies

  • 2023
  • journal-article
Big Data Architecture for Building Energy Management Systems
AUTHORS: M. Dolores Ruiz; Juan Gomez-Romero; Carlos Fernandez-Basso; Maria J. Martin-Bautista

IEEE Transactions on Industrial Informatics

  • 2022
  • journal-article
A Word Embedding-Based Method for Unsupervised Adaptation of Cooking Recipes
AUTHORS: Andrea Morales-Garzon; Juan Gomez-Romero; Maria J. Martin-Bautista

IEEE Access

  • 2021
  • journal-article
Towards Data-Driven Simulation Models for Building Energy Management
AUTHORS: Juan Gómez-Romero; Miguel Molina-Solana
  • 2021
  • book-chapter
A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings
AUTHORS: Juan Gomez-Romero; Carlos J. Fernandez-Basso; M. Victoria Cambronero; Miguel Molina-Solana; Jesus R. Campana; M. Dolores Ruiz; Maria J. Martin-Bautista

IEEE Access

  • 2019
  • journal-article
Not All Lies Are Equal. A Study Into the Engineering of Political Misinformation in the 2016 US Presidential Election
AUTHORS: Axel Oehmichen; Kevin Hua; Julio Amador Diaz Lopez; Miguel Molina-Solana; Juan Gomez-Romero; Yi-ke Guo

IEEE Access

  • 2019
  • journal-article
Time Series Analysis for Predicting Hydroelectric Power Production: The Ecuador Case
AUTHORS: Julio Barzola-Monteses; Mónica Mite-León; Mayken Espinoza-Andaluz; Juan Gómez-Romero; Waldo Fajardo

Sustainability

  • 2019
  • journal-article
Comfort as a Service: A New Paradigm for Residential Environmental Quality Control
AUTHORS: Juan Gómez Romero; Miguel Molina-Solana; María Ros; M. Dolores Ruiz; M. J. Martin-Bautista

Sustainability

  • 2018
  • journal-article
Visualizing large knowledge graphs: A performance analysis
AUTHORS: Juan Gómez-Romero; Miguel Molina-Solana; Axel Oehmichen; Yike Guo

Future Generation Computer Systems

  • 2018
  • journal-article
Data Science for Building Energy Management: a Review
AUTHORS: Molina-Solana, Miguel; Ros, María; Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.

Renewable and Sustainable Energy Reviews

  • 2017
  • journal-article
Information fusion from multiple databases using meta-association rules
AUTHORS: Ruiz, M. D.; Gómez-Romero, Juan; Molina-Solana, Miguel; Ros, María; Martin-Bautista, M. J.

International Journal of Approximate Reasoning

  • 2017
  • journal-article
Advances in Data Science for Building Energy Management
AUTHORS: Gómez-Romero, Juan; Ruiz, M. Dolores; Fernández-Basso, Carlos; Molina-Solana, Miguel; Ros, María; Martín-Bautista, María J.

9th International Conference Improving Energy Efficiency in Commercial Buildings and Smart Communities (IEECB SC 16)

  • 2016
  • conference-paper
Meta-association Rules for Mining Interesting Associations in Multiple Datasets
AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Molina-Solana, Miguel; Campaña, Jesús; Martín-Bautista, María J.

Applied Soft Computing

  • 2016
  • journal-article
On the Application of Data Mining Techniques to Graded Ontology Building
AUTHORS: Bobillo, Fernando; Ruiz, M. Dolores; Gómez-Romero, Juan; Sánchez, Daniel

XVIII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2016)

  • 2016
  • conference-paper
Open Data Analysis for Environmental Scanning in Security-Oriented Strategic Analysis
AUTHORS: Gómez-Romero, Juan; Ruiz, M. Dolores; Martín-Bautista, María J.

19th International Conference on Information Fusion (Fusion 2016)

  • 2016
  • conference-paper
Open Linked Data Mining for Environmental Scanning
AUTHORS: Gómez-Romero, Juan; Bobillo, Fernando; Ruiz, M. Dolores; Delgado, Miguel

XVIII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2016)

  • 2016
  • conference-paper
Use of Big Data and the Prediction of Organized Crime
AUTHORS: Valls, Javier; Gómez-Romero, Juan

12th International Conference on Internet, Law & Politics (IDP 2016)

  • 2016
  • conference-paper
A Fuzzy Extension of the Semantic Building Information Model
AUTHORS: Gómez-Romero, Juan; Bobillo, Fernando; Ros, María; Molina-Solana, Miguel; Ruiz, M. Dolores; Martín-Bautista, María J.

Automation in Construction

  • 2015
  • journal-article
Context-based multi-level information fusion for harbor surveillance
AUTHORS: Gómez-Romero, J.; Serrano, M.A.; García, J.; Molina, J.M.; Rogova, G.
  • 2015
  • journal-article
Fuzzy Meta-Association Rules
AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.; Sánchez, Daniel

16th World Congress of the International Fuzzy Systems Association (IFSA 2015)

  • 2015
  • conference-paper
Fuzzy Meta-Association Rules for Information Fusion
AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.; Sánchez, Daniel; Delgado, Miguel

18th International Conference on Information Fusion (Fusion 2015)

  • 2015
  • conference-paper
Data Mining for Building Energy Management
AUTHORS: Molina-Solana, Miguel; Ros, María; Gómez-Romero, Juan; Martín-Bautista, María J.

Sustainable Places

  • 2014
  • conference-paper
Meta-Association Rules for Fusing Regular Association Rules from Different Databases
AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.; Sánchez, Daniel

17th International Conference on Information Fusion (Fusion 2014)

  • 2014
  • conference-paper
Modelos de Representación de Imprecisión e Incertidumbre en Fusión de Alto Nivel
AUTHORS: Gómez-Romero, Juan; García, Jesús; Molina, José Manuel

XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2014)

  • 2014
  • conference-paper
Sentencias Cuantificadas Difusas: Aplicaciones a la Fusión de Información
AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Sánchez, Daniel; Martín-Bautista, María J.

XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2014)

  • 2014
  • conference-paper
A Practical Approach to the Development of Ontology-Based Information Fusion Systems
AUTHORS: Gómez-Romero, Juan; Serrano, Miguel Á; Patricio, Miguel Á; Molina, José M.

Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems

  • 2013
  • book-chapter
Reasoning in Fuzzy OWL 2 with DeLorean
AUTHORS: Bobillo, Fernando; Gómez-Romero, Juan; Delgado, Miguel

Uncertainty Reasoning for the Semantic Web II

  • 2013
  • book-chapter
A Fuzzy Ontology Extension of WordNet and EuroWordnet for Specialized Knowledge
AUTHORS: León Araúz, Pilar; Gómez-Romero, Juan; Bobillo, Fernando

Terminology and Knowledge Engineering Conference (TKE 2012)

  • 2012
  • conference-paper
Applying the Dynamic Region Connection Calculus to Exploit Geographic Knowledge in Maritime Surveillance
AUTHORS: Serrano, Miguel Ángel; Gómez-Romero, Juan; Patricio, Miguel Ángel; García, Jesús; Molina, José Manuel

15th International Conference on Information Fusion (Fusion 2012)

  • 2012
  • conference-paper
Context-based scene recognition from visual data in smart homes: An Information Fusion approach
AUTHORS: Gomez-Romero, J.; Serrano, M.A.; Patricio, M.A.; Garcia, J.; Molina, J.M.
  • 2012
  • journal-article
DeLorean: A reasoner for fuzzy OWL 2
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.
  • 2012
  • journal-article
Distributed Data and Information Fusion in Visual Sensor Networks
AUTHORS: Castanedo, Federico; Gómez-Romero, Juan; Patricio, Miguel Á; García, Jesús; Molina, José M.

Distributed data fusion for network-centric operations

  • 2012
  • book-chapter
Fuzzy Ontologies for Specialized Knowledge Representation in WordNet
AUTHORS: Bobillo, Fernando; Gómez-Romero, Juan; León Araúz, Pilar

14th International Conference On Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012)

  • 2012
  • conference-paper
Joining Gödel and zadeh fuzzy logics in fuzzy description logics
AUTHORS: Bobillo, F.; Delgado, M.; GÓmez-Romero, J.; Straccia, U.
  • 2012
  • journal-article
Lógica Difusa en Sistemas de Fusión de Información Visual: Aplicaciones, Extensiones y Propuestas
AUTHORS: Gómez-Romero, Juan; García, Jesús; Patricio, Miguel Ángel; Serrano, Miguel Ángel; Molina, José Manuel

XVI Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2012)

  • 2012
  • conference-paper
Ontological representation of light wave camera data to support vision-based ami
AUTHORS: Serrano, M.A.; Gómez-Romero, J.; Patricio, M.A.; García, J.; Molina, J.M.
  • 2012
  • journal-article
Ontological representation of time-of-flight camera data to support vision-based AmI
AUTHORS: Serrano, M.A.; Gómez-Romero, J.; Patricio, M.A.; García, J.; Molina, J.M.
  • 2012
  • conference-paper
Topological Properties in Ontology-based Applications
AUTHORS: Serrano, Miguel Ángel; Gómez-Romero, Juan; Patricio, Miguel Ángel; García, Jesús; Molina, José Manuel

11th International Conference on Intelligent Systems Design and Applications (ISDA 2011)

  • 2012
  • conference-paper
Communication in distributed tracking systems: An ontology-based approach to improve cooperation
AUTHORS: Gómez-Romero, J.; Patricio, M.A.; García, J.; Molina, J.M.
  • 2011
  • journal-article
Context Representation and Reasoning with Formal Ontologies
AUTHORS: Gómez-Romero, Juan; Bobillo, Fernando; Delgado, Miguel

Activity Context Representation Workshop in AAAI-11

  • 2011
  • conference-paper
High-Level Information Fusion in Visual Sensor Networks
AUTHORS: Gómez-Romero, Juan; García, Jesús; Patricio, Miguel Á; Molina, José M.; Llinas, James

Visual Information Processing in Wireless Sensor Networks

  • 2011
  • book-chapter
On the Representation and Exploitation of Context Knowledge in a Harbor Surveillance Scenario
AUTHORS: García, Jesús; Gómez-Romero, Juan; Patricio, Miguel Ángel; Molina, José Manuel; Rogova, Galina

14th International Conference on Information Fusion (Fusion 2011)

  • 2011
  • conference-paper
Ontology-based context representation and reasoning for object tracking and scene interpretation in video
AUTHORS: Gómez-Romero, J.; Patricio, M.A.; García, J.; Molina, J.M.
  • 2011
  • journal-article
Evaluación de Riesgos en Redes Eléctricas: una Aproximación Difusa
AUTHORS: Gómez-Romero, Juan; Berlanga, Antonio; Molina, José Manuel; Ramos Gómez, Ángel

III Simposio sobre Lógica Fuzzy y Soft Computing (LFSC2010)

  • 2010
  • conference-paper
Knowledge mobilization to support environmental impact assessment a model and an application
AUTHORS: Garrido, J.; Gómez-Romero, J.; Delgado, M.; Requena, I.
  • 2010
  • conference-paper
Strategies and Techniques for Use and Exploitation of Contextual Information in High-Level Fusion Architectures
AUTHORS: Gómez-Romero, Juan; García, Jesús; Kandefer, Michael; Llinas, James; Molina, José Manuel; Patricio, Miguel Ángel; Prentice, Michael; Shapiro, Stuart C.

13th International Conference on Information Fusion (Fusion 2010)

  • 2010
  • conference-paper
A semantic fuzzy expert system for a fuzzy balanced scorecard
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.; López, E.
  • 2009
  • journal-article
Context-based reasoning using ontologies to adapt visual tracking in surveillance
AUTHORS: Gomez-Romero, Juan; Patricio, Miguel A.; Garcia, Jesus; Molina, Jose M.; IEEE

Avss: 2009 6th Ieee International Conference on Advanced Video and Signal Based Surveillance

  • 2009
  • journal-article
Crisp representations and reasoning for fuzzy ontologies
AUTHORS: Bobillo, F.; Delgado, M.; GÓmez-Romero, J.
  • 2009
  • journal-article
Fuzzy description logics under Gödel semantics
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.; Straccia, U.
  • 2009
  • journal-article
Ontological representation of context knowledge for visual data fusion
AUTHORS: Gomez-Romero, Juan; Patricio, Miguel A.; Garcia, Jesus; Molina, Jose M.; IEEE

Fusion: 2009 12th International Conference on Information Fusion, Vols 1-4

  • 2009
  • journal-article
Towards the Implementation of an Ontology-Based Reasoning System for Visual Information Fusion
AUTHORS: Gómez-Romero, Juan; García, Jesús; Patricio, Miguel Ángel; Molina, José Manuel

3rd Annual Skövde Workshop on Information Fusion Topics (SWIFT 2009)

  • 2009
  • conference-paper
A Crisp Representation for Fuzzy SHOIN with Fuzzy Nominals and General Concept Inclusions
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gomez-Romero, Juan; daCosta, PCG; dAmato, C; Fanizzi, N; Laskey, KB; Laskey, KJ; Lukasiewicz, T; Nickles, M; Pool, M

Uncertainty Reasoning For the Semantic Web I

  • 2008
  • journal-article
DeLorean: A reasoner for fuzzy OWL 1.1
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.
  • 2008
  • conference-paper
Optimizing the Crisp Representation of the Fuzzy Description Logic SROIQ
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gomez-Romero, Juan; daCosta, PCG; dAmato, C; Fanizzi, N; Laskey, KB; Laskey, KJ; Lukasiewicz, T; Nickles, M; Pool, M

Uncertainty Reasoning For the Semantic Web I

  • 2008
  • journal-article
Representation of context-dependant knowledge in ontologies: A model and an application
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.
  • 2008
  • journal-article
Representation of Context-Dependent Relevance Relations with Fuzzy Ontologies
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

Workshop on the Advancing Reasoning on the Web: Scalability and Commonsense (Area08)

  • 2008
  • conference-paper
Representation of context-dependent relevance relations with fuzzy ontologies
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.
  • 2008
  • conference-paper
An Ontology Design Pattern for Representing Relevance in OWL
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

6th International Semantic Web Conference (ISWC 2007)

  • 2007
  • conference-paper
Crisp representation for fuzzy SHOIN with fuzzy nominate and general concept inclusions
AUTHORS: Bobillo, F.; Delgado, M.; Gomez-Romero, J.; da Costa, P.C.G.; Laskey, K.B.; d'Amato, C.; Fanizzi, N.; Laskey, K.J.; Lukasiewicz, T.; Nickles, M.; Pool, M.

Uncertainty Reasoning for the Semantic Web I. ISWC International Workshops URSW 2005-2007. Revised Selected and Invited Papers

  • 2007
  • journal-article
Extending Fuzzy Description Logics with a Possibilistic Layer
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

3th Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2007)

  • 2007
  • conference-paper
Introducing Semantics and Vagueness in a Balanced Scorecard
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

Congreso Internacional de Inteligencia Computacional (CIIC 2007)

  • 2007
  • conference-paper
Optimizing the crisp representation of the fuzzy description logic SROIQ
AUTHORS: Bobillo, F.; Delgado, M.; Gómez-Romero, J.
  • 2007
  • conference-paper
Optimizing the Crisp Representation of the Fuzzy Description Logics SROIQ
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

3th Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2007)

  • 2007
  • conference-paper
A Crisp Representation for Fuzzy SHOIN with Fuzzy Nominals and General Concept Inclusions
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

2th Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2006)

  • 2006
  • conference-paper
Uso de Modelos de Restricción del Contexto para el Desarrollo de Aplicaciones Móviles Inteligentes
AUTHORS: Bobillo, Fernando; Delgado, Miguel; Gómez-Romero, Juan

XIII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2006)

  • 2006
  • conference-paper
A flexible architecture for distributed knowledge based systems with nomadic access through handheld devices
AUTHORS: Delgado, M.; Gómez-Romero, J.; Magaña, P.J.; Pérez-Pérez, R.
  • 2005
  • journal-article
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