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Fernando Ortega
Fernando Ortega
Dpto. Sistemas Informáticos, ETSI de Sistemas Informáticos, Universidad Politécnica de Madrid
Verified email at upm.es
Title
Cited by
Cited by
Year
Recommender systems survey
J Bobadilla, F Ortega, A Hernando, A Gutiérrez
Knowledge-based systems 46, 109-132, 2013
42182013
A collaborative filtering approach to mitigate the new user cold start problem
JS Bobadilla, F Ortega, A Hernando, J Bernal
Knowledge-based systems 26, 225-238, 2012
7002012
A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model
A Hernando, J Bobadilla, F Ortega
Knowledge-Based Systems 97, 188-202, 2016
3552016
Improving collaborative filtering recommender system results and performance using genetic algorithms
J Bobadilla, F Ortega, A Hernando, J Alcalá
Knowledge-based systems 24 (8), 1310-1316, 2011
3502011
A collaborative filtering similarity measure based on singularities
J Bobadilla, F Ortega, A Hernando
Information Processing & Management 48 (2), 204-217, 2012
2262012
Recommending items to group of users using matrix factorization based collaborative filtering
F Ortega, A Hernando, J Bobadilla, JH Kang
Information Sciences 345, 313-324, 2016
2202016
A framework for collaborative filtering recommender systems
J Bobadilla, A Hernando, F Ortega, J Bernal
Expert Systems with Applications 38 (12), 14609-14623, 2011
2172011
Collaborative filtering based on significances
J Bobadilla, A Hernando, F Ortega, A Gutiérrez
Information Sciences 185 (1), 1-17, 2012
1922012
A collaborative filtering approach based on Naïve Bayes classifier
P Valdiviezo-Diaz, F Ortega, E Cobos, R Lara-Cabrera
IEEE Access 7, 108581-108592, 2019
1182019
Improving collaborative filtering-based recommender systems results using Pareto dominance
F Ortega, JL Sanchez, JS Bobadilla, A Gutierrez
Information Sciences 239, 50-61, 2013
1132013
Incorporating reliability measurements into the predictions of a recommender system
A Hernando, J Bobadilla, F Ortega, J Tejedor
Information Sciences 218, 1-16, 2013
852013
Incorporating group recommendations to recommender systems: Alternatives and performance
F Ortega, J Bobadilla, A Hernando, A Gutiérrez
Information Processing & Management 49 (4), 895-901, 2013
742013
Classification-based deep neural network architecture for collaborative filtering recommender systems
J Bobadilla, F Ortega, A Gutiérrez, S Alonso
International Journal of Interactive Multimedia and Artificial Intelligence …, 2020
672020
A similarity metric designed to speed up, using hardware, the recommender systems k-nearest neighbors algorithm
J Bobadilla, F Ortega, A Hernando, G Glez-de-Rivera
Knowledge-Based Systems 51, 27-34, 2013
642013
Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items
J Bobadilla, F Ortega, A Hernando, J Bernal
Expert systems with Applications 39 (1), 172-186, 2012
602012
Deepfair: deep learning for improving fairness in recommender systems
J Bobadilla, R Lara-Cabrera, Á González-Prieto, F Ortega
arXiv preprint arXiv:2006.05255, 2020
592020
CF4J: Collaborative filtering for Java
F Ortega, B Zhu, J Bobadilla, A Hernando
Knowledge-Based Systems 152, 94-99, 2018
542018
Reliability quality measures for recommender systems
J Bobadilla, A Gutierrez, F Ortega, B Zhu
Information Sciences 442, 145-157, 2018
542018
Robust model-based reliability approach to tackle shilling attacks in collaborative filtering recommender systems
S Alonso, J Bobadilla, F Ortega, R Moya
IEEE access 7, 41782-41798, 2019
532019
A probabilistic model for recommending to new cold-start non-registered users
A Hernando, J Bobadilla, F Ortega, A Gutiérrez
Information Sciences 376, 216-232, 2017
522017
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Articles 1–20