Latest Publications
Latest Publications
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08/2025 - Diaz-Garcia, J.A., Andrea Morales-Garzón, Karel Gutiérrez-Batista & Maria J Martin-Bautista (2025) - Optimizing Text Classification in Social Networks via Deep Learning-Based Dimensionality Reduction - Electronics (2025). https://doi.org/10.3390/14173426
08/2025 - Diaz-Garcia, J.A., Andrea Morales-Garzón, Karel Gutiérrez-Batista & Maria J Martin-Bautista (2025) - Optimizing Text Classification in Social Networks via Deep Learning-Based Dimensionality Reduction - Electronics (2025). https://doi.org/10.3390/14173426
06/2025 - Diaz-Garcia, J.A., & Carvalho, Joao Paulo (2025)- A Literature Review of Textual Cyber Abuse Detection Using Cutting-Edge Natural Language Processing Techniques: Language Models and Large Language Models. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, https://doi.org/10.1002/widm.70029
06/2025 - Diaz-Garcia, J.A., & Carvalho, Joao Paulo (2025)- A Literature Review of Textual Cyber Abuse Detection Using Cutting-Edge Natural Language Processing Techniques: Language Models and Large Language Models. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, https://doi.org/10.1002/widm.70029
06/2025 - Diaz-Garcia, J.A., & Lopez, J. A. D. (2025) - A survey on cutting-edge relation extraction techniques based on language models- Artificial Intelligence Review (2025). https://doi.org/10.1007/s10462-025-11280-0.
06/2025 - Diaz-Garcia, J.A., & Lopez, J. A. D. (2025) - A survey on cutting-edge relation extraction techniques based on language models- Artificial Intelligence Review (2025). https://doi.org/10.1007/s10462-025-11280-0.
05/2025 - Andrea Morales-Garzón, Ana M. Rojas-Carvaja, Roberto Morcillo-Jimenez, Maria J Martin-Bautista, Karel Gutiérrez-Batista (2025) - Personalised healthy food text recommendations through fuzzy linguistic variables: A generative AI-based approach. Applied Soft Computing, 113234. Applied Soft Computing, 113234, https://doi.org/10.1016/j.asoc.2025.113234
05/2025 - Andrea Morales-Garzón, Ana M. Rojas-Carvaja, Roberto Morcillo-Jimenez, Maria J Martin-Bautista, Karel Gutiérrez-Batista (2025) - Personalised healthy food text recommendations through fuzzy linguistic variables: A generative AI-based approach. Applied Soft Computing, 113234. Applied Soft Computing, 113234, https://doi.org/10.1016/j.asoc.2025.113234
05/2025 - Carlos Fernandez-Basso, David Díaz-Jimenez, Jose L. López, Macarena Espinilla (2025) - Fuzzy processing applied to improve multimodal sensor data fusion to discover frequent behavioural patterns for smart healthcare - Information Fusion (2025). https://doi.org/10.1016/j.inffus.2025.103307.
05/2025 - Carlos Fernandez-Basso, David Díaz-Jimenez, Jose L. López, Macarena Espinilla (2025) - Fuzzy processing applied to improve multimodal sensor data fusion to discover frequent behavioural patterns for smart healthcare - Information Fusion (2025). https://doi.org/10.1016/j.inffus.2025.103307.
04/2025 - Andrea Morales-Garzón, Paola Santos Peinado, Roberto Morcillo-Jimenez, Karel Gutiérrez-Batista, Maria J Martin-Bautista (2025) - Service-oriented multi-platform for food computing: A mobile application for recipe adaptation to nutrition behaviours (AI2Cuisine). Expert Systems with Applications, 281, 127603, https://doi.org/10.1016/j.eswa.2025.127603
04/2025 - Andrea Morales-Garzón, Paola Santos Peinado, Roberto Morcillo-Jimenez, Karel Gutiérrez-Batista, Maria J Martin-Bautista (2025) - Service-oriented multi-platform for food computing: A mobile application for recipe adaptation to nutrition behaviours (AI2Cuisine). Expert Systems with Applications, 281, 127603, https://doi.org/10.1016/j.eswa.2025.127603
04/2025 - Juan Paños-Basterra, Jose M Rivas, Roberto Morcillo-Jimenez, Carlos Fernandez-Basso, M Dolores Ruiz, Maria J Martin-Bautista (2025) - Comparative Analysis of Federated Association Rules in a Simulated Environment for Medical Applications. IEEE Journal of Biomedical and Health Informatics , https://doi.org/10.1109/JBHI.2025.3564546
04/2025 - Juan Paños-Basterra, Jose M Rivas, Roberto Morcillo-Jimenez, Carlos Fernandez-Basso, M Dolores Ruiz, Maria J Martin-Bautista (2025) - Comparative Analysis of Federated Association Rules in a Simulated Environment for Medical Applications. IEEE Journal of Biomedical and Health Informatics , https://doi.org/10.1109/JBHI.2025.3564546
01/2025 - Andrea Morales-Garzón, Karel Gutiérrez-Batista, Maria J Martin-Bautista (2025) - Adaptafood: an intelligent system to adapt recipes to specialised diets and healthy lifestyles. Multimedia Systems, 31(1), 1-24., https://doi.org/10.1007/s00530-025-01667-y
01/2025 - Andrea Morales-Garzón, Karel Gutiérrez-Batista, Maria J Martin-Bautista (2025) - Adaptafood: an intelligent system to adapt recipes to specialised diets and healthy lifestyles. Multimedia Systems, 31(1), 1-24., https://doi.org/10.1007/s00530-025-01667-y
11/2024 - Salvador López-Joya, José Ángel Diaz-García, M. Dolores Ruiz, María J. Martín-Bautista (2024) - Exploring social bots: A feature-based approach to improve bot detection in social networks - arXiv preprint arXiv:2411.06626.
11/2024 - Salvador López-Joya, José Ángel Diaz-García, M. Dolores Ruiz, María J. Martín-Bautista (2024) - Exploring social bots: A feature-based approach to improve bot detection in social networks - arXiv preprint arXiv:2411.06626.
07/2024 - Karel Gutiérrez-Batista, Jesica Gómez-Sánchez, Carlos Fernandez-Basso (2024) - Improving automatic cyberbullying detection in social network environments by fine-tuning a pre-trained sentence transformer language model - Soc. Netw. Anal. Min. 14(1): 136
07/2024 - Karel Gutiérrez-Batista, Jesica Gómez-Sánchez, Carlos Fernandez-Basso (2024) - Improving automatic cyberbullying detection in social network environments by fine-tuning a pre-trained sentence transformer language model - Soc. Netw. Anal. Min. 14(1): 136
01/2024 - Carlos Fernandez‐Basso, Karel Gutiérrez‐Batista, Juan Gómez‐Romero, M Dolores Ruiz, Maria J Martin‐Bautista - An AI knowledge‐based system for police assistance in crime investigation - Expert Systems, e13524, 2024, https://doi.org/10.1111/exsy.13524
01/2024 - Carlos Fernandez‐Basso, Karel Gutiérrez‐Batista, Juan Gómez‐Romero, M Dolores Ruiz, Maria J Martin‐Bautista - An AI knowledge‐based system for police assistance in crime investigation - Expert Systems, e13524, 2024, https://doi.org/10.1111/exsy.13524
11/2023 - Andrea Morales-Garzón, Karel Gutiérrez-Batista, Maria J Martin-Bautista - Link prediction in food heterogeneous graphs for personalised recipe recommendation based on user interactions and dietary restrictions - Computing , 2023, https://doi.org/10.1007/s00607-023-01233-2
11/2023 - Andrea Morales-Garzón, Karel Gutiérrez-Batista, Maria J Martin-Bautista - Link prediction in food heterogeneous graphs for personalised recipe recommendation based on user interactions and dietary restrictions - Computing , 2023, https://doi.org/10.1007/s00607-023-01233-2
11/2023 - M. Dolores Ruiz, Carlos Fernandez-Basso, Juan Gómez-Romero, Maria J Martin-Bautista - A big data association rule mining based approach for energy building behaviour analysis in an IoT environment - Scientific Reports, vol 13, pp. 19810 2023
11/2023 - M. Dolores Ruiz, Carlos Fernandez-Basso, Juan Gómez-Romero, Maria J Martin-Bautista - A big data association rule mining based approach for energy building behaviour analysis in an IoT environment - Scientific Reports, vol 13, pp. 19810 2023
09/2023 - Salvador López-Joya, José Ángel Diaz-García, M. Dolores Ruiz, María J. Martín-Bautista - Bot Detection in Twitter: An Overview - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 131-144
09/2023 - Salvador López-Joya, José Ángel Diaz-García, M. Dolores Ruiz, María J. Martín-Bautista - Bot Detection in Twitter: An Overview - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 131-144
09/2023 - Andrea Morales-Garzón, Gracia M. Sánchez-Pérez, Juan Carlos Sierra, María J. Martín-Bautista - The Promise of Query Answering Systems in Sexuality Studies: Current State, Challenges and Limitations - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 39–49
09/2023 - Andrea Morales-Garzón, Gracia M. Sánchez-Pérez, Juan Carlos Sierra, María J. Martín-Bautista - The Promise of Query Answering Systems in Sexuality Studies: Current State, Challenges and Limitations - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 39–49
09/2023 - Bartolomé Ortiz Viso, Carlos Fernández-Basso, Jesica Gómez-Sánchez, María J. Martín-Bautista - "Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 234-246
09/2023 - Bartolomé Ortiz Viso, Carlos Fernández-Basso, Jesica Gómez-Sánchez, María J. Martín-Bautista - "Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 234-246
09/2023 - Bartolomé Ortiz Viso, María J. Martín-Bautista - "Let It BEE": Natural Language Classification of Arthropod Specimens Based on Their Spanish Description - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 118–128
09/2023 - Bartolomé Ortiz Viso, María J. Martín-Bautista - "Let It BEE": Natural Language Classification of Arthropod Specimens Based on Their Spanish Description - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 118–128
09/2023- Andrea Morales-Garzón, Roberto Morcillo-Jiménez, Karel Gutiérrez-Batista, María J. Martín-Bautista - How Tasty Is This Dish? Studying User-Recipe Interactions with a Rating Prediction Algorithm and Graph Neural Networks - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 107–117
09/2023- Andrea Morales-Garzón, Roberto Morcillo-Jiménez, Karel Gutiérrez-Batista, María J. Martín-Bautista - How Tasty Is This Dish? Studying User-Recipe Interactions with a Rating Prediction Algorithm and Graph Neural Networks - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 107–117
09/2023 - Juan Paños-Basterra, M. Dolores Ruiz, María J. Martín-Bautista - Federated Learning in Healthcare with Unsupervised and Semi-Supervised Methods - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 182-193
09/2023 - Juan Paños-Basterra, M. Dolores Ruiz, María J. Martín-Bautista - Federated Learning in Healthcare with Unsupervised and Semi-Supervised Methods - Larsen, H.L., Martin-Bautista, M.J., Ruiz, M.D., Andreasen, T., Bordogna, G., De Tré, G. (eds) Flexible Query Answering Systems. FQAS 2023. Lecture Notes in Computer Science(), vol 14113, pp. 182-193
09/2023 - Henrik Legind Larsen, María J. Martín-Bautista, M. Dolores Ruiz, Troels Andreasen, Gloria Bordogna, Guy De Tré - Flexible Query Answering Systems - 15th International Conference , FQAS 2023, Mallorca, Spain, September 5-7, 2023, Proceedings - Lecture Notes in Computer Science 14113, Springer 2023, ISBN 978-3-031-42934-7 [contents]
09/2023 - Henrik Legind Larsen, María J. Martín-Bautista, M. Dolores Ruiz, Troels Andreasen, Gloria Bordogna, Guy De Tré - Flexible Query Answering Systems - 15th International Conference , FQAS 2023, Mallorca, Spain, September 5-7, 2023, Proceedings - Lecture Notes in Computer Science 14113, Springer 2023, ISBN 978-3-031-42934-7 [contents]
06/2023 - Bartolomé Ortiz Viso, Andrea Morales-Garzón, María J. Martín-Bautista, Maria-Amparo Vila - Evolutionary Approach for Building, Exploring and Recommending Complex Items With Application in Nutritional Interventions - IEEE Access, vol. 11, pp. 65891-65905, 2023
06/2023 - Bartolomé Ortiz Viso, Andrea Morales-Garzón, María J. Martín-Bautista, Maria-Amparo Vila - Evolutionary Approach for Building, Exploring and Recommending Complex Items With Application in Nutritional Interventions - IEEE Access, vol. 11, pp. 65891-65905, 2023
04/2023 - Carlos Fernandez-Basso, M. Dolores Ruiz , María J. Martín-Bautista - New Spark solutions for distributed frequent itemset and association rule mining algorithms - Cluster Computing , 2023, https://doi.org/10.1007/s10586-023-04014-w
04/2023 - Carlos Fernandez-Basso, M. Dolores Ruiz , María J. Martín-Bautista - New Spark solutions for distributed frequent itemset and association rule mining algorithms - Cluster Computing , 2023, https://doi.org/10.1007/s10586-023-04014-w
02/2023 - José Ángel Díaz-García, M. Dolores Ruiz, María J. Martín-Bautista - A survey on the use of association rules mining techniques in textual social media - Artif Intell Rev 56, 1175–1200 (2023)
02/2023 - José Ángel Díaz-García, M. Dolores Ruiz, María J. Martín-Bautista - A survey on the use of association rules mining techniques in textual social media - Artif Intell Rev 56, 1175–1200 (2023)
02/2023 - Alberto S. Ortega-Calvo, Roberto Morcillo-Jiménez, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, María Amparo Vila Miranda, María J. Martín-Bautista - AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo - Future Generation Computer Systems, Volume 143, 2023, pp. 248-264
02/2023 - Alberto S. Ortega-Calvo, Roberto Morcillo-Jiménez, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, María Amparo Vila Miranda, María J. Martín-Bautista - AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo - Future Generation Computer Systems, Volume 143, 2023, pp. 248-264
12/2022 - José Ángel Díaz-García, M. Dolores Ruiz, María J. Martín-Bautista - NOFACE: A new framework for irrelevant content filtering in social media according to credibility and expertise - Expert Systems with Applications, Volume 208, 2022, 118063
12/2022 - José Ángel Díaz-García, M. Dolores Ruiz, María J. Martín-Bautista - NOFACE: A new framework for irrelevant content filtering in social media according to credibility and expertise - Expert Systems with Applications, Volume 208, 2022, 118063
09/2022 - M. Dolores Ruiz, Juan Gómez-Romero, Carlos Fernandez-Basso, María J. Martín-Bautista - Big Data Architecture for Building Energy Management Systems - IEEE Transactions on Industrial Informatics, vol. 18, no. 9, pp. 5738-5747, Sept. 2022
09/2022 - M. Dolores Ruiz, Juan Gómez-Romero, Carlos Fernandez-Basso, María J. Martín-Bautista - Big Data Architecture for Building Energy Management Systems - IEEE Transactions on Industrial Informatics, vol. 18, no. 9, pp. 5738-5747, Sept. 2022
06/2022 - Carlos Fernandez-Basso, Karel Gutiérrez-Batista, Roberto Morcillo-Jiménez, María Amparo Vila Miranda, María J. Martín-Bautista - A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity - Applied Soft Computing, Volume 122, 2022, 108870
06/2022 - Carlos Fernandez-Basso, Karel Gutiérrez-Batista, Roberto Morcillo-Jiménez, María Amparo Vila Miranda, María J. Martín-Bautista - A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity - Applied Soft Computing, Volume 122, 2022, 108870
09/2021 - Karel Gutiérrez-Batista, Maria-Amparo Vila, María J. Martín-Bautista (2021) - Building a fuzzy sentiment dimension for multidimensional analysis in social networks - Appl. Soft Comput. 108: 107390
09/2021 - Karel Gutiérrez-Batista, Maria-Amparo Vila, María J. Martín-Bautista (2021) - Building a fuzzy sentiment dimension for multidimensional analysis in social networks - Appl. Soft Comput. 108: 107390
05/2020 - Carlos Fernandez-Basso, M Dolores Ruiz, Maria J Martin-Bautista - A fuzzy mining approach for energy efficiency in a big data framework - IEEE Transactions on Fuzzy Systems, Volume 28, 2020, https://doi.org/10.1109/TFUZZ.2020.2992180
05/2020 - Carlos Fernandez-Basso, M Dolores Ruiz, Maria J Martin-Bautista - A fuzzy mining approach for energy efficiency in a big data framework - IEEE Transactions on Fuzzy Systems, Volume 28, 2020, https://doi.org/10.1109/TFUZZ.2020.2992180
01/2019 - Carlos Fernandez-Basso, Abel J Francisco-Agra, Maria J Martin-Bautista, M Dolores Ruiz (2019) - Finding tendencies in streaming data using big data frequent itemset mining - Knowledge-Based Systems. https://doi.org/10.1016/j.knosys.2018.09.026
01/2019 - Carlos Fernandez-Basso, Abel J Francisco-Agra, Maria J Martin-Bautista, M Dolores Ruiz (2019) - Finding tendencies in streaming data using big data frequent itemset mining - Knowledge-Based Systems. https://doi.org/10.1016/j.knosys.2018.09.026
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