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 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
Robust Model-Based Reliability Approach to Tackle Shilling Attacks in Collaborative Filtering Recommender Systems
- Alonso, Santiago
- Bobadilla, Jesus
- Ortega, Fernando
- Moya, Ricardo;
Ieee Access (p. 41782-41798) - 1/1/2019
10.1109/access.2019.2905862 View at source
- ISSN 21693536
Bias and unfairness of collaborative filtering based recommender systems in MovieLens dataset
- Gonzalez A
- Ortega F
- Perez-Lopez D
- Alonso S
Ieee Access (p. 68429-68439) - 1/1/2022
10.1109/access.2022.3186719 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
Hybrid Collaborative Filtering Based on Users Rating Behavior
- Ortega, Fernando
- Rojo, Diego
- Valdiviezo-Diaz, Priscila
- Raya, Laura;
Ieee Access (p. 69582-69591) - 1/1/2018
10.1109/access.2018.2881074 View at source
- ISSN 21693536
Recommendation to Groups of Users Using the Singularities Concept
- Ortega, Fernando
- Hurtado, Remigio
- Bobadilla, Jesus
- Bojorque, Rodolfo;
Ieee Access (p. 39745-39761) - 4/7/2018
10.1109/access.2018.2853107 View at source
- ISSN 21693536
Artificial Intelligence Scientific Documentation for Dataset for Recommender Systems
- Ortega, Fernando
- Bobadilla, Jesus
- Gutierrez, Abraham
- Hurtado, Remigio
- Li, Xin;
Ieee Access (p. 48543-48555) - 28/8/2018
10.1109/access.2018.2867731 View at source
- ISSN 21693536
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
LEGO® Serious Play in Software Engineering Education
- López-Fernández, D
- Gordillo, A
- Ortega, F
- Yagüe, A
- Tovar, E
Ieee Access (p. 103120-103131) - 1/1/2021
10.1109/access.2021.3095552 View at source
- ISSN 21693536
This researcher has no books.
This researcher has no book chapters.
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
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
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
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
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
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
This researcher has no working papers.
This researcher has no technical reports.
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
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
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
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
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
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
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
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
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
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