2024

M.A. Alsalem, A.H. Alamoodi, O.S. Albahri, A.S. Albahri, Luis Martínez, Raciel Yera, Ali M. Duhaim, Iman Mohamad Sharaf Evaluation of trustworthy artificial intelligent healthcare applications using multi-criteria decision-making approach
Expert Systems with Applications, vol. 246, p. 123066, 2024.
 https://doi.org/10.1016/j.eswa.2023.123066 published_6.pdf2.4 MB
Francisco J Baldán, Raciel Yera, Luis Martínez "Natural noise management in collaborative recommender systems over time-related information"
"The Journal of Supercomputing", pp. 23628–23666, 2024.
 https://doi.org/10.1007/s11227-024-06267-7 s11227-024-06267-7_0.pdf1.89 MB

2023

Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks
Knowledge-Based Systems, vol. 280, p. 111016, 2023.
 https://doi.org/10.1016/j.knosys.2023.111016 Publicado_GANRS_2023_KBS.pdf3.1 MB
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez, Rosa María Rodríguez A Systematic Review on Food Recommender Systems for Diabetic Patients
International Journal of Environmental Research and Public Health , vol. 20, p. 4248, 2023.
 10.3390/ijerph20054248 2023-Yera et al-ijerph-20-04248.pdf784.35 KB

2022

Raciel Yera, Ahmad A. Alzahrani, Luis Martínez Exploring post-hoc agnostic models for explainable cooking recipe recommendations
Knowledge-Based Systems, vol. 251, p. 109216, 2022.
 https://doi.org/10.1016/j.knosys.2022.109216 2022_knosys_exp_RS.pdf953.53 KB
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez A fuzzy content-based group recommender system with dynamic selection of the aggregation functions
International Journal of Approximate Reasoning, vol. 150, pp. 273-296, 2022.
 https://doi.org/10.1016/j.ijar.2022.08.015 1-s2.0-S0888613X2200127X-main.pdf1.83 MB

2021

Yilena Pérez-Almaguer, Raciel Yera, A. A. Alzahrani, Luis Martínez Content-based group recommender systems: a general taxonomy and further improvements
Expert Systems with Applications, vol. 184, p. 115444, 2021.
 https://doi.org/10.1016/j.eswa.2021.115444 Perez_Yera_etal_ESWA2021_ContentBased.pdf1.98 MB

2019

Jorge Castro, Raciel Yera, A. A. Alzahrani, Pedro José Sánchez, Manuel José Barranco, Luis Martínez A Big Data Semantic Driven Context Aware Recommendation Method for Question-Answer Items
IEEE Access, vol. 7, n.º 1, pp. 182664-182678, 2019.
 10.1109/ACCESS.2019.2957881 08924671-published.pdf2.57 MB
Raciel Yera, A. A. Alzahrani, Luis Martínez A food recommender system considering nutritional information and user preferences
IEEE Access, vol. 7, n.º 1, pp. 96695-96711, 2019.
 10.1109/ACCESS.2019.2929413 On-line-food-nutrition.pdf8.72 MB
Raciel Yera, Manuel José Barranco, A. A. Alzahrani, Luis Martínez Exploring Fuzzy Rating Regularities for Managing Natural Noise in Collaborative Recommendation
International Journal of Computational Intelligence Systems, vol. 12, n.º 2, pp. 1382 - 1392, 2019.
 https://doi.org/10.2991/ijcis.d.191115.001 125923236-publicado.pdf748.26 KB

2018

Jorge Castro, Raciel Yera, Luis Martínez A fuzzy approach for natural noise management in group recommender systems
Expert Systems with Applications, vol. 94, pp. 237-249, 2018.
 https://doi.org/10.1016/j.eswa.2017.10.060
Raciel Yera, Yailé Caballero Mota, Luis Martínez A Recommender System for Programming Online Judges Using Fuzzy Information Modeling
Informatics, vol. 5, 2018.
 10.3390/informatics5020017 informatics-05-00017.pdf860.74 KB

2017

Jorge Castro, Raciel Yera, Luis Martínez An empirical study of natural noise management in group recommendation systems
Decision Support Systems, vol. 94, pp. 1-11, 2017.
 http://dx.doi.org/10.1016/j.dss.2016.09.020
Raciel Yera, Luis Martínez Fuzzy Tools in Recommender Systems: A Survey
International Journal of Computational Intelligence Systems, vol. 10, pp. 776-803, 2017.
 ijcis_10_776_803.pdf2.35 MB
Raciel Yera, Luis Martínez A recommendation approach for programming online judges supported by data preprocessing techniques
Applied Intelligence, vol. 47, pp. 277-290, 2017.
 10.1007/s10489-016-0892-x

2016

Raciel Yera, Jorge Castro, Luis Martínez A fuzzy model for managing natural noise in recommender systems
Applied Soft Computing, vol. 40, pp. 187-198, 2016.
 http://dx.doi.org/10.1016/j.asoc.2015.10.060

2015

Raciel Yera, Y Caballero, Luis Martínez Correcting noisy ratings in collaborative recommender systems
Knowledge-based Systems, vol. 76, pp. 96-108, 2015.
 publicado.pdf623.61 KB