Publicaciones (79) Publicaciones de JUAN GÓMEZ ROMERO

2024

  1. An AI knowledge-based system for police assistance in crime investigation

    Expert Systems

2023

  1. A big data association rule mining based approach for energy building behaviour analysis in an IoT environment

    Scientific Reports, Vol. 13, Núm. 1

  2. Explaining Deep Reinforcement Learning-Based Methods for Control of Building HVAC Systems

    Communications in Computer and Information Science

  3. Fighting disinformation with artificial intelligence: fundamentals, advances and challenges

    El profesional de la información, Vol. 32, Núm. 3

  4. Multivariate time series imputation for energy data using neural networks

    Energy and AI, Vol. 13

  5. Ontologies4SDGs: un repositorio abierto de recursos didácticos para la enseñanza de inteligencia artificial simbólica alineando objetivos docentes con los Objetivos de Desarrollo Sostenible de la Agenda 2030

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 395-398

  6. Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities

    Physica A: Statistical Mechanics and its Applications, Vol. 610

  7. TSxtend: A Tool for Batch Analysis of Temporal Sensor Data

    Energies, Vol. 16, Núm. 4

2022

  1. Big Data Architecture for Building Energy Management Systems

    IEEE Transactions on Industrial Informatics, Vol. 18, Núm. 9, pp. 5738-5747

  2. Contextual Sentence Embeddings for Obtaining Food Recipe Versions

    Communications in Computer and Information Science

  3. Hydropower production prediction using artificial neural networks: an Ecuadorian application case

    Neural Computing and Applications, Vol. 34, Núm. 16, pp. 13253-13266

2021

  1. A word embedding-based method for unsupervised adaptation of cooking recipes

    IEEE Access, Vol. 9, pp. 27389-27404

  2. Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling

    Applied Soft Computing, Vol. 103

  3. Puertos geoestratégicamente más importantes en la nueva Ruta de la Seda hasta el Mediterráneo

    Notebooks of geopolitical intelligence, Vol. 2, Núm. 1, pp. 1-30

  4. Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain

    EACL 2021: THE 16TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: PROCEEDINGS OF THE STUDENT RESEARCH WORKSHOP

  5. Semantic-aware transformation of short texts using word embeddings: An application in the food computing domain

    EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop

  6. Sinergym: A building simulation and control framework for training reinforcement learning agents

    BuildSys 2021 - Proceedings of the 2021 ACM International Conference on Systems for Energy-Efficient Built Environments

  7. Towards Data-Driven Simulation Models for Building Energy Management

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020

  1. A word embedding model for mapping food composition databases using fuzzy logic

    Communications in Computer and Information Science

  2. Fudge: Fuzzy ontology building with consensuated fuzzy datatypes

    Fuzzy Sets and Systems, Vol. 401, pp. 91-112