Publicaciones del grupo

Galván Fraile, Víctor; Rodríguez-Fonseca, Belén; Polo, Irene; Martín-Rey, Marta; Moreno García, María N. Assessing seasonal climate predictability using a deep learning application: NN4CAST . Geoscientific Model Development, 2026, 19 (5), 1917-1935. DOI: 10.5194/gmd-19-1917-2026.

Artículo en revista

Moreno García, María N.; Prieta, Fernando de la. Deep Learning in Recommender Systems . Future Internet, 2026, 18 (3), 131. DOI: 10.3390/fi18030131.

Artículo en revista

Sosa Gallardo, Jorge Fernando; López Batista, Vivian; Moreno García, María N.; Muñoz Vicente, María Dolores; Sosa Gallardo, Aldo Fernand. Machine Learning-Based Optimization of Fine Aggregate Packing and Shape Characteristics for Cement Reduction in Concrete Mixtures . Information, 2026, 17 (5), 464. DOI: 10.3390/INFO17050464.

Artículo en revista

Castro-Silva, Juan A.; Moreno García, María N.; Peluffo-Ordóñez, Diego H. Multi-ROI Multimodal 3D Vision Transformer for Alzheimer’s Disease Classification with Attention-Based Interpretability . Applied Sciences, 2026, 16 (11), 5705. DOI: 10.3390/APP16115705.

Artículo en revista

Sosa Gallardo, Jorge Fernando; López Batista, Vivian; Sosa Gallardo, Aldo Fernando; Moreno García, María N.; Muñoz Vicente, María Dolores. Optimizing Mortar Mix Design for Concrete Roofing Tiles Using Machine Learning and Particle Packing Theory: A Case Study . Applied Sciences, 2026, 16 (1), 236. DOI: 10.3390/app16010236.

Artículo en revista

Álvarez-Sánchez, Arturo; Jiménez-Bravo, Diego M.; Moreno García, María N.; García González, Sergio; Cruz García, David. Leveraging Visual Side Information in Recommender Systems via Vision Transformer Architectures . Electronics, 2025, 14 (17), 3550. DOI: doi.org/10.3390/electronics14173550.

Artículo en revista

Chizari, Nikzad; Tajfar, Keywan; Moreno García, María N. Measuring Inter-Bias Effects and Fairness-Accuracy Trade-Offs in GNN-Based Recommender Systems . Future Internet, 2025, 17 (10), 461. DOI: 10.3390/fi17100461.

Artículo en revista

García, Francisco; Hernández, Helena; Moreno García, María N.; F. De Paz, Juan; López Batista, Vivian; Bajo, Javier. Traffic Optimization Through Waiting Prediction and Evolutive Algorithms. . International Journal of Interactive Multimedia and Artificial Intelligence, 2025, 9 (3), 96-103. DOI: doi.org/10.9781/ijimai.2023.12.001.

Artículo en revista

Chizari, Nikzad; Tajfar, Keywan; Moreno García, María N. Assessing Unfairness in GNN-Based Recommender Systems: A Focus on Metrics for Demographic Sub-Groups . Proceedings of the 20th International Conference on Web Information Systems and Technologies, 2024, 433-440. DOI: 10.5220/0013069400003825.

Artículo en actas de congreso

Román, Adrián Valera; Lozano Murciego, Álvaro; Moreno García, María N. Evaluation of the Effect of Side Information on LLM Rankers for Recommender Systems . pp. 416-422, En «Advances in Intelligent Systems and Computing», Springer Nature Switzerland, 2024. DOI: 10.1007/978-3-031-66635-3_37.

Capítulo de libro

Castro-Silva, Juan; Moreno García, María N.; Guachi-Guachi, Lorena; Peluffo-Ordoñez, Diego. Instance Selection Framework for Alzheimer’s Disease Classification Using Multiple Regions of Interest and Atlas Integration . Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024, 453-460. DOI: 10.5220/0012469600003654.

Artículo en actas de congreso

Castro-Silva, Juan A.; Moreno García, María N.; Peluffo-Ordóñez, Diego H. Multiple Inputs and Mixed Data for Alzheimer’s Disease Classification Based on 3D Vision Transformer . Mathematics, 2024, 12 (17), 2720. DOI: 10.3390/math12172720.

Artículo en revista

Castro-Silva, Juan A.; Moreno García, María N.; Guachi-Guachi, Lorena; Peluffo-Ordóñez, Diego H. Novel hippocampus-centered methodology for informative instance selection in Alzheimer\'s disease data . Heliyon, 2024, 10 (19), e37552. DOI: 10.1016/j.heliyon.2024.e37552.

Artículo en revista

Sánchez-Moreno, Diego; López Batista, Vivian; Muñoz Vicente, María Dolores; Sánchez Lázaro, Ángel Luis; Moreno García, María N. Social Network Community Detection to Deal with Gray-Sheep and Cold-Start Problems in Music Recommender Systems . Information, 2024, 15 (3), 138. DOI: 10.3390/info15030138.

Artículo en revista

Silva, Luís Augusto; Leithardt, Valderi Reis Quietinho; López Batista, Vivian; Villarrubia González, Gabriel; De Paz Santana, Juan Francisco. Automated Road Damage Detection Using UAV Images and Deep Learning Techniques . IEEE Access, 2023, 11, 62918-62931. DOI: 10.1109/ACCESS.2023.3287770.

Artículo en revista

Chizari, Nikzad; Moreno García, María N.; Tajfar, Keywan. Bias Assessment Approaches for Addressing User-Centered Fairness in GNN-Based Recommender Systems . Information, 2023, 14 (2), 131. DOI: 10.3390/INFO14020131.

Artículo en revista

García Cenador, Begoña; López Mesonero, Luis; Moreno García, María N.; Rodríguez Vico, Araceli; Sánchez Hernández, Fernando. Predictors of the post-stroke status in the discharge from the hospital. Importance in nursing . Enfermería Global, 2023, 22 (1), 1-37. DOI: 10.6018/EGLOBAL.530591.

Artículo en revista

Chizari, Nikzad; Moreno García, María N.; Shoeibi, Niloufar; Tajfar, Keywan. Quantifying Fairness Disparities in Graph-Based Neural Network Recommender Systems for Protected Groups . Proceedings of the 19th International Conference on Web Information Systems and Technologies, 2023. DOI: 10.5220/0012258700003584.

Artículo en actas de congreso

Dang, Cach N.; De la Prieta, Fernando; Moreno García, María N.; Ngo, Vuong M.; Nguyen, Kien V. Sentiment Analysis for Vietnamese – Based Hybrid Deep Learning Models . pp. 293-303, En «Lecture Notes in Computer Science», Springer Nature Switzerland, 2023. DOI: 10.1007/978-3-031-40725-3_25.

Capítulo de libro

Chizari, Nikzad; Shoeibi, Niloufar; Moreno García, María N. A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems . Electronics, 2022, 11 (20), 3301. DOI: 10.3390/electronics11203301.

Artículo en revista

Castro-Silva, J.; Guachi-Guachi, Lorena; Peluffo-Ordóñez, D.; Moreno García, María N. Instance Selection on CNNs for Alzheimer’s Disease Classification from MRI . Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022. DOI: 10.5220/0010900100003122.

Artículo en actas de congreso

Jimenez Benavides, Alonso; Lozano Murciego, Álvaro; Jiménez-Bravo, Diego M.; Valera Román, Adrián; De Paz Santana, Juan F.; Moreno García, María N. Context-Aware Recommender Systems in the Music Domain: A Systematic Literature Review . Electronics, 2021, 10 (13), 1555. DOI: 10.3390/electronics10131555.

Artículo en revista

Dang, Cach N.; Jimenez Benavides, Alonso; Moreno García, María N.; De la Prieta, Fernando. Hybrid Deep Learning Models for Sentiment Analysis . Complexity, 2021, 2021 (1). DOI: 10.1155/2021/9986920.

Artículo en revista

Gil González, Ana Belén; Moreno García, María N. Song Recommender System Based on Emotional Aspects and Social Relations . pp. 88-97, En «Distributed Computing and Artificial Intelligence», 1, Springer, 2021. DOI: 10.1007/978-3-030-86261-9_9.

Capítulo de libro