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
Collaborative filtering to predict sensor array values in large iot networks
- Ortega F
- González-Prieto Á
- Bobadilla J
- Gutiérrez A
Sensors (p. 1-17) - 2/8/2020
10.3390/s20164628 View at source
- ISSN 14248220
Collaborative filtering optimization based on matrix factorization through the relevance of user preferences
- Valdiviezo-Diaz P
- Ortega F
- Mayor J
- Pajuelo-Holguera F
Risti - Revista Iberica De Sistemas E Tecnologias De Informacao (p. 465-478) - 1/4/2020
- ISSN 16469895
- iMarina
Deep learning approach to obtain collaborative filtering neighborhoods
- Bobadilla, Jesus
- Gonzalez-Prieto, Angel
- Ortega, Fernando
- Lara-Cabrera, Raul;
Neural Computing & Applications (p. 2939-2951) - 1/1/2022
10.1007/s00521-021-06493-7 View at source
- ISSN 14333058
Deep learning feature selection to unhide demographic recommender systems factors
- Bobadilla, J.
- Gonzalez-Prieto, A.
- Ortega, F.
- Lara-Cabrera, R.;
Neural Computing & Applications (p. 7291-7308) - 1/1/2021
10.1007/s00521-020-05494-2 View at source
- ISSN 14333058
Deep variational models for collaborative filtering-based recommender systems
- Bobadilla J
- Ortega F
- Gutiérrez A
- González-Prieto Á
Neural Computing & Applications (p. 7817-7831) - 1/1/2022
10.1007/s00521-022-08088-2 View at source
- ISSN 14333058
Neural group recommendation based on a probabilistic semantic aggregation
- Dueñas-Lerín, J
- Lara-Cabrera, R
- Ortega, F
- Bobadilla, J
Neural Computing & Applications (p. 14081-14092) - 1/1/2023
10.1007/s00521-023-08410-6 View at source
- ISSN 14333058
CF4J 2.0: Adapting Collaborative Filtering for Java to new challenges of collaborative filtering based recommender systems
- Ortega F
- Mayor J
- López-Fernández D
- Lara-Cabrera R
Knowledge-Based Systems - 1/1/2021
10.1016/j.knosys.2020.106629 View at source
- ISSN 09507051
VisualRS: Java framework for visualization of recommender systems information
- Gil, S.
- Bobadilla, J.
- Ortega, F.
- Zhu, B.;
Knowledge-Based Systems (p. 66-70) - 1/9/2018
10.1016/j.knosys.2018.04.028 View at source
- ISSN 09507051
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
This researcher has no books.
This researcher has no book chapters.
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
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
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
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
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
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