Andrea Morales Garzón

Andrea Morales Garzón
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Research Projects

  • (PPJIB2023-120 ) Desire: Deep Learning for Expert-Driven Applications in the Sexuality Research Field
    • Date: 01/01/2024 - 31/12/2024
    • Principal Investigator: Morales, Andrea
    • Researchers: Sánchez, Gracia María
  • (TED2021-129402B-C21) Monitorizacion de la Desinformacion y su Impacto Social mediante Inteligencia Artificial: Aplicacion a la Seguridad de la Sociedad
    • Date: 01/12/2022 - 30/11/2024
    • Principal Investigator: Martín-Bautista, María José / Ruiz-Jiménez, María Dolores
    • Researchers: Fernandez-Basso , Carlos / Torres-Parejo, Úrsula
    • Participants: Vila-Miranda, María Amparo / blanco, ignacio j. / Delgado-Calvo-Flores, Miguel / Diaz, Jose Angel / Gutiérrez-Batista, Karel / Morcillo, Roberto / Morales, Andrea / Ortiz, Bartolomé
  • (PID2021-123960OB-I00) Aprendizaje Federado Flexible con Fuentes Heterogéneas para la Preservación de la Seguridad y la Privacidad de Datos: Aplicaciones en Salud
    • Date: 01/09/2022 - 31/08/2025
    • Principal Investigator: Martín-Bautista, María José / Ruiz-Jiménez, María Dolores
    • Participants: blanco, ignacio j. / Gómez-Romero, Juan / Valls-Prieto, Javier / Peña-Yáñez, M. Carmen / RUIZ-DIAZ, MARIA PILAR / Onieva-García, María Ángeles / Rivas-Ruiz, Francisco / Fernandez-Basso , Carlos / Gutiérrez-Batista, Karel / Ortiz, Bartolomé / Morales, Andrea / Morcillo , Roberto / Diaz, Jose Angel

Articles

  • Forecasting User Perceptions of Mhealth Apps: Ai-Driven Insights from Large-Scale User-Generated Content
    • DOI: https://doi.org/10.1016/J.TECHFORE.2025.124427
    • Technological Forecasting and Social Change vol. 223
    • Alzate, Miriam / Vidaurreta-Apesteguia, Paula / Morales, Andrea / Gutiérrez-Batista, Karel
  • A Multimodal Deep Learning Framework for Nutritional Estimation and Health-Oriented Recipe Analysis
    • DOI: https://doi.org/10.1007/s00530-025-02151-3
    • Multimedia Systems vol. 32 num. 2
    • Morales, Andrea / Quiñones-Muñoz, Alejandro / Gutiérrez-Batista, Karel / Martín-Bautista, María José
  • Optimising Text Classification in Social Networks Via Deep Learning-Based Dimensionality Reduction
    • DOI: https://doi.org/10.3390/ELECTRONICS14173426
    • Electronics vol. 14 num. 17
    • Diaz, Jose Angel / Morales, Andrea / Gutiérrez-Batista, Karel / Martín-Bautista, María José
  • Personalised Healthy Food Text Recommendations Through Fuzzy Linguistic Variables: a Generative Ai-Based Approach
    • DOI: https://doi.org/10.1016/J.ASOC.2025.113234
    • Applied Soft Computing vol. 178
    • Morales, Andrea / Rojas , Ana María / Morcillo , Roberto / Martín-Bautista, María José / Gutiérrez-Batista, Karel
  • Service-Oriented Multi-Platform for Food Computing: a Mobile Application for Recipe Adaptation to Nutrition Behaviours (Ai2Cuisine)
    • DOI: https://doi.org/10.1016/J.ESWA.2025.127603
    • Expert Systems with Applications vol. 281
    • Morales, Andrea / Peinado, Paola / Morcillo , Roberto / Gutiérrez-Batista, Karel / Martín-Bautista, María José
  • Link Prediction in Food Heterogeneous Graphs for Personalised Recipe Recommendation Based on User Interactions and Dietary Restrictions
    • DOI: https://doi.org/10.1007/S00607-023-01233-2
    • Computing: Archives for Scientific Computing vol. 106 num. 7
    • Morales, Andrea / Gutiérrez-Batista, Karel / Martín-Bautista, María José
  • A Word Embedding Based Method for Unsupervised Adaptation of Cooking Recipes
    • DOI: 10.1109/ACCESS.2021.3058559
    • IEEE Access vol. 9 (pags 27389 - 27404)
    • Morales, Andrea / Gómez-Romero, Juan / Martín-Bautista, María José

Conferences

  • Minería de Datos e Inteligencia Artificial para Análisis de Textos Relacionados con la Sexualidad en Redes Sociales (Congreso)
    • Sánchez, Gracia María / Morales, Andrea / Martín-Bautista, María José / Sierra, Juan Carlos
    • V Congreso Nacional - VII Jornadas de Investigadores/As en Formación: Fomentando la Interdisciplinariedad - 12/06/2024 - 14/06/2024 (Granada, España)
  • The Influence of Chatgpt on the Artificial Intelligence Teaching: An Ethical and Correct Use (Congreso)
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Ortiz, Bartolomé / Fernandez-Basso , Carlos / Gutiérrez-Batista, Karel / Morales, Andrea
    • VI Jornadas Internacionales sobre Innovación Docente en las Titulaciones Técnicas - 26/10/2023 - 27/10/2023 (Granada, Spain)
  • Semantic-Aware Transformation of Short Texts Using Word Embeddings: An Application in the Food Computing Domain (Congreso)
    • Morales, Andrea
    • Proceedings of the 16Th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop - 19/04/2021 - 23/04/2021 (Kyiv (online))
  • A Word Embedding Model for Mapping Food Composition Databases Using Fuzzy Logic (Ponencia en Congreso)
    • Morales, Andrea
    • International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15/06/2020 - 19/06/2020 (Lisboa, Portugal)