Ortega Requena, Fernando fernando.ortega@upm.es
Publications
- Articles 52
- Books 0
- Book chapters 0
- Conferences 6
- Working papers 0
- Technical reports 0
- Research projects 7
- Supervised theses 3
- Patent or software license 0
A Collaborative Filtering approach based on Naive Bayes Classifier
- Valdiviezo-Diaz P
- Ortega F
- Cobos E
- Lara-Cabrera R
Ieee Access (p. 108581-108592) - 1/1/2019
10.1109/access.2019.2933048 View at source
- ISSN 21693536
A New Recommendation Approach Based on Probabilistic Soft Clustering Methods: A Scientific is Documentation Case Study
- Hurtado, Remigio
- Bobadilla, Jesus
- Bojorque, Rodolfo
- Ortega, Fernando
- Li, Xin;
Ieee Access (p. 7522-7534) - 1/1/2019
10.1109/access.2018.2890079 View at source
- ISSN 21693536
A balanced memory-based collaborative filtering similarity measure
- Bobadilla, Jesus
- Ortega, Fernando
- Hernando, Antonio
- Arroyo, Angel;
International Journal Of Intelligent Systems (p. 939-946) - 1/10/2012
10.1002/int.21556 View at source
- ISSN 08848173
A collaborative filtering approach to mitigate the new user cold start problem
- Bobadilla, Jesus
- Ortega, Fernando
- Hernando, Antonio
- Bernal, Jesus;
Knowledge-Based Systems (p. 225-238) - 1/2/2012
10.1016/j.knosys.2011.07.021 View at source
- ISSN 09507051
A collaborative filtering similarity measure based on singularities
- Bobadilla, Jesus
- Ortega, Fernando
- Hernando, Antonio;
Information Processing & Management (p. 204-217) - 1/3/2012
10.1016/j.ipm.2011.03.007 View at source
- ISSN 03064573
A framework for collaborative filtering recommender systems
- Bobadilla, Jesus
- Hernando, Antonio
- Ortega, Fernando
- Bernal, Jesus;
Expert Systems With Applications (p. 14609-14623) - 1/11/2011
10.1016/j.eswa.2011.05.021 View at source
- ISSN 09574174
A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model
- Hernando, Antonio
- Bobadilla, Jesus
- Ortega, Fernando;
Knowledge-Based Systems (p. 188-202) - 1/4/2016
10.1016/j.knosys.2015.12.018 View at source
- ISSN 09507051
A probabilistic model for recommending to new cold-start non-registered users
- Hernando, Antonio
- Bobadilla, Jesus
- Ortega, Fernando
- Gutierrez, Abraham;
Information Sciences (p. 216-232) - 10/1/2017
10.1016/j.ins.2016.10.009 View at source
- ISSN 00200255
A similarity metric designed to speed up, using hardware, the recommender systems k-nearest neighbors algorithm
- Bobadilla, Jesus
- Ortega, Fernando
- Hernando, Antonio
- Glez-de-Rivera, Guillermo;
Knowledge-Based Systems (p. 27-34) - 1/10/2013
10.1016/j.knosys.2013.06.010 View at source
- ISSN 09507051
An Efficient Recommender System Method Based on the Numerical Relevances and the Non-Numerical Structures of the Ratings
- Zhu, Bo
- Hurtado, Remigio
- Bobadilla, Jesus
- Ortega, Fernando;
Ieee Access (p. 49935-49954) - 31/8/2018
10.1109/access.2018.2868464 View at source
- ISSN 21693536
This researcher has no books.
This researcher has no book chapters.
Comparative Performance of Collaborative Filtering Recommendations Methods for Explaining Recommendations
- Valdiviezo-Diaz P
- Ortega F
Proceedings - 2020 International Conference Of Digital Transformation And Innovation Technology, Incodtrin 2020 (p. 129-134) - 1/10/2020
Evaluating Strategies for Selecting Test Datasets in Recommender Systems
- Pajuelo-Holguera F
- Gómez-Pulido JA
- Ortega F
Lecture Notes In Computer Science (p. 243-253) - 1/1/2019
10.1007/978-3-030-29859-3_21 View at source
- ISSN 03029743
Extended Precision Quality Measure for Recommender Systems
- Ortega, Fernando
- Hernando, Antonio
- Bobadilla, Jesus
Lecture Notes In Computer Science (p. 433-+) - 17/11/2011
10.1007/978-3-642-25274-7_44 View at source
- ISSN 03029743
Motivation of Computer Science Engineering Students: Analysis and Recommendations
- Lopez-Fernandez, Daniel
- Tovar, Edmund
- Alarcon, Pedro P.
- Ortega, Fernando;
Proceedings - Frontiers In Education Conference, Fie - 1/10/2019
10.1109/fie43999.2019.9028635 View at source
- ISSN 15394565
- iMarina
- iMarina
Partially non-Euclidean environments in virtual reality [Entornos parcialmente no euclidianos en realidad virtual]
- Mayor J
- Lara-Cabrera R
- López-Fernández D
- Ortega F
Ceur Workshop Proceedings (p. 91-103) - 1/1/2020
- ISSN 16130073
- iMarina
Recommender system implementations for embedded collaborative filtering applications
- Pajuelo-Holguera, Francisco
- Gomez-Pulidoa, Juan A.
- Ortega, Fernando
- Granado-Criado, Jose M.;
Microprocessors And Microsystems - 1/3/2020
10.1016/j.micpro.2020.102997 View at source
- ISSN 01419331
This researcher has no working papers.
This researcher has no technical reports.
Aumento de la calidad y de la equidad, a grupos minoritarios, en las recomendaciones obtenidas mediante filtrado colaborativo basado en técnicas de Deep Learning
- SAREBANZADEH, MARAL (Miembro del equipo de trabajo)
- BOBADILLA SANCHO, JESUS (Investigador principal (IP))
- ALONSO VILLAVERDE, SANTIAGO (Participante)
- HERNANDO ESTEBAN, ANTONIO (Participante)
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- ORTEGA REQUENA, FERNANDO (Participante)
Period: 01-06-2020 - 31-05-2023
Type of funding: National
Amount of funding: 28193,00 Euros.
- iMarina
Aumento de prestaciones en los sistemas de recomendación basados en filtrado colaborativo
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- ORTEGA REQUENA, FERNANDO (Participante)
- BERNAL BERMUDEZ, JESUS (Participante)
- BOBADILLA SANCHO, JESUS (Participante)
- HERNANDO ESTEBAN, ANTONIO (Investigador principal (IP))
Period: 01-01-2013 - 31-12-2015
Type of funding: National
Amount of funding: 14040,00 Euros.
- iMarina
CAPTURAS: "Sistema de Reproducción Avanzada de Capturas Tridimensionales".
- ORTEGA REQUENA, FERNANDO (Miembro del equipo de trabajo)
- SERRADILLA GARCIA, FRANCISCO (Investigador principal (IP))
Period: 01-01-2009 - 31-12-2011
Type of funding: National
Amount of funding: 134400,00 Euros.
- iMarina
DESARROLLO DE ALGORITMOS DE MACHINE LEARNING PARA ANÁLISIS DE INFORMACIÓN BANCARIA
- GUTIERREZ RODRIGUEZ, ABRAHAM (Colaborador/a)
- ORTEGA REQUENA, FERNANDO (Investigador principal (IP))
Period: 01-04-2019 - 18-11-2022
Type of funding: Internal
- iMarina
DESARROLLO DE UNA APLICACION WEB MULTIPLATAFORMA PARA LA GESTION DE SUEÑOS MEDIANTE EL FRAMEWORK MEAN JS
- ORTEGA REQUENA, FERNANDO (Investigador principal (IP))
Period: 15-02-2019 - 18-11-2022
Type of funding: Internal
- iMarina
ICARIA TDM
- ORTEGA REQUENA, FERNANDO (Colaborador/a)
- YAGUE PANADERO, AGUSTIN (Colaborador/a)
- LARA CABRERA, RAUL (Investigador principal (IP))
Period: 01-07-2020 - 31-10-2020
Type of funding: Internal
- iMarina
IMPLEMENTACIÓN DE UN SISTEMA DE RECOMENDACIÓN QUE PERMITA SUGERIR PRODUCTOS COMERCIALES
- ORTEGA REQUENA, FERNANDO (Colaborador/a)
- BOBADILLA SANCHO, JESUS (Colaborador/a)
- HERNANDO ESTEBAN, ANTONIO (Investigador principal (IP))
Period: 05-03-2013 - 31-12-2017
Type of funding: Internal
- iMarina
Clustering de sistemas de recomendación mediante técnicas de factorization matricial
- BOBADILLA SANCHO, JESUS (Director)
- ORTEGA REQUENA, FERNANDO (Director) Doctorando: Bojorque Chasi, Rodolfo Xavier
1/2/2020
- iMarina
Recomendación a grupos de usuarios usando el concepto de singularidades
- BOBADILLA SANCHO, JESUS (Director)
- ORTEGA REQUENA, FERNANDO (Director) Doctorando: Hurtado Ortiz, Remigio Ismael
1/2/2020
- iMarina
Sistemas de recomendación basados en filtrado colaborativo: aceleración mediante computación reconfigurable y aplicaciones predictivas sensoriales
- GÓMEZ PULIDO, JUAN ANTONIO (Codirector)
- ORTEGA REQUENA, FERNANDO (Codirector) Doctorando: D. Francisco Pajuelo Holguera
14/7/2021
- iMarina
This researcher has no patents or software licenses.
Research groups
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KNOwledge Discovery and Information Systems (KNODIS)
Role: Investigador Principal
Researcher profiles
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ORCID
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Publons
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Scopus Author ID