Bobadilla Sancho, Jesus jesus.bobadilla@upm.es
Publications
- Articles 51
- Books 0
- Book chapters 0
- Conferences 17
- Working papers 0
- Technical reports 0
- Research projects 6
- Supervised theses 6
- Patent or software license 0
Deep Variational Embedding Representation on Neural Collaborative Filtering Recommender Systems
- Bobadilla J
- Dueñas J
- Gutiérrez A
- Ortega F
Applied Sciences-Basel - 1/1/2022
10.3390/app12094168 View at source
- ISSN 20763417
Evolving Matrix-Factorization-Based Collaborative Filtering Using Genetic Programming
- Lara-Cabrera, Raul
- Gonzalez-Prieto, Angel
- Ortega, Fernando
- Bobadilla, Jesus;
Applied Sciences-Basel - 1/1/2020
10.3390/app10020675 View at source
- ISSN 20763417
Deep learning architecture for collaborative filtering recommender systems
- Bobadilla J
- Alonso S
- Hernando A
Applied Sciences-Basel - 1/4/2020
10.3390/app10072441 View at source
- ISSN 20763417
Method to interactively visualize and navigate related information
- Hernando, A.
- Bobadilla, J.
- Ortega, F.
- Gutierrez, A.;
Expert Systems With Applications (p. 61-75) - 30/11/2018
10.1016/j.eswa.2018.01.034 View at source
- ISSN 09574174
Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items
- Bobadilla, Jesus
- Ortega, Fernando
- Hernando, Antonio
- Bernal, Jesus;
Expert Systems With Applications (p. 172-186) - 1/1/2012
10.1016/j.eswa.2011.07.005 View at source
- ISSN 09574174
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
Recommender Systems Clustering Using Bayesian Non Negative Matrix Factorization
- Bobadilla, Jesus
- Bojorque, Rodolfo
- Hernando Esteban, Antonio
- Hurtado, Remigio;
Ieee Access (p. 3549-3564) - 1/1/2018
10.1109/access.2017.2788138 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
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.
Generating GAN-based fake embedding samples for Recommender Systems
- Bobadilla J
- Gutiérrez A
13th International Workshop On Computer Science And Engineering, Wcse 2023 (p. 20-25) - 1/1/2023
Choice of metrics used in collaborative filtering and their impact on recommender systems
- BOBADILLA SANCHO, JESUS
- SERRADILLA GARCIA, FRANCISCO
2008 2nd Ieee International Conference On Digital Ecosystems And Technologies, Ieee-Dest 2008 (p. 432-436) - 1/12/2008
10.1109/dest.2008.4635147 View at source
- iMarina
- iMarina
A Novel Asymmetric Semantic Similarity Measurement for Semantic Job Matching
- Zhu, Bo
- Li, Xin
- Bobadilla Sancho, Jesus;
2017 International Conference On Security, Pattern Analysis, And Cybernetics (Spac) (p. 152-157) - 1/1/2017
- iMarina
ESTIMATION OF SPEECH FORMANT-DYNAMICS USING NEURAL NETWORKS
4th European Conference On Speech Communication And Technology, Eurospeech 1995 (p. 2221-2224) - 1/1/1995
- iMarina
A hybrid approach of recommendation via extended matrix based on collaborative filtering with demographics information
- Valdiviezo-Díaz P
- Bobadilla J
Communications In Computer And Information Science (p. 384-398) - 1/1/2019
10.1007/978-3-030-05532-5_28 View at source
- ISSN 18650929
The Effect of Sparsity on Collaborative Filtering Metrics
- Bobadilla J
- Serradilla F
Conferences In Research And Practice In Information Technology Series (p. 9-17) - 1/12/2009
- ISSN 14451336
- iMarina
Recommender systems: Improving collaborative filtering results
- Bobadilla, Jesus
- Serradilla, Francisco
- Gutierrez, Abraham;
Ictke 2009 - Proceedings 2009 7th International Conference On Ict And Knowledge Engineering (p. 100-105) - 1/12/2009
10.1109/ictke.2009.5397339 View at source
- iMarina
- iMarina
Development of applications for real-time video signal processing
- Bobadilla J
- Mengual L
International Conference On Digital Telecommunications 2006, Icdt'06 - 1/12/2006
Design and testing of two secure video conferencing applications based on JMF (Java Media Framework) and VIC (Video Conferencing Tool)
- Mengual L
- Bobadilla J
- Caballero R
- Hernández G
International Conference On Digital Telecommunications 2006, Icdt'06 - 1/1/2006
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
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
REALIZACIÓN DE ESTUDIOS DE VIABILIDAD, ENSAYOS, PRUEBAS, PROTOTIPOS Y DESARROLLOS ENARCADOS EN EL ÁREA DE LOS SISTEMAS INTELIGENTES CON LOS OBJETIVOS TECNOLÓGICOS
- BOBADILLA SANCHO, JESUS (Colaborador/a)
- HERNANDO ESTEBAN, ANTONIO (Investigador principal (IP))
Period: 02-11-2015 - 23-10-2019
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
ESTUDIOS DE VIABILIDAD, ENSAYOS, PRUEBAS, PROTOTIPOS Y DESARROLLOS ENMARCADOS EN EL ÁREA DE VISIÓN ARTIFICIAL CON LOS OBJETIVOS TECNOLÓGICOS
- GUTIERREZ RODRIGUEZ, ABRAHAM (Colaborador/a)
- BOBADILLA SANCHO, JESUS (Colaborador/a)
- Martínez Murciano, Eduardo (Colaborador/a)
- ALCALA CASADO, FRANCISCO JAVIER (Colaborador/a)
- ARROYO CASTILLO, ANGEL (Investigador principal (IP))
Period: 15-11-2012 - 31-12-2013
Type of funding: Internal
- iMarina
Comunicaciones en malla para vehículos e infraestructuras inteligentes
- ANAYA CATALAN, JOSE JAVIER (Participante)
- CECILIA FERNÁNDEZ-CONDE, LOURDES (Miembro del equipo de trabajo)
- TALAVERA MUÑOZ, EDGAR (Miembro del equipo de trabajo)
- BOBADILLA SANCHO, JESUS (Participante)
- SERRADILLA GARCIA, FRANCISCO (Participante)
- Gomez Blas, Nuria (Participante)
- MINGO LOPEZ, FERNANDO DE (Participante)
- NARANJO HERNANDEZ, JOSE EUGENIO (Investigador principal (IP))
Period: 01-01-2011 - 30-06-2014
Type of funding: National
Amount of funding: 71390,00 Euros.
- iMarina
Sistema recomendador híbrido basado en modelos probabilísticos
- BOBADILLA SANCHO, JESUS (Director)
- HERNANDO ESTEBAN, ANTONIO (Director) Doctorando: Valdiviezo Diaz, Priscila Marisela
1/1/2019
- iMarina
Incorporating Group Recommendations to Recommender Systems: Alternatives and Performance
- BOBADILLA SANCHO, JESUS (Director)
- HERNANDO ESTEBAN, ANTONIO (Director) Doctorando: Ortega Requena, Fernando
1/1/2015
- 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
Towards reliability in collaborative filtering recommender systems
- BOBADILLA SANCHO, JESUS (Director) Doctorando: Zhu, Bo
1/9/2018
- iMarina
This researcher has no patents or software licenses.
Research groups
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KNOwledge Discovery and Information Systems (KNODIS)
Role: Miembro
Researcher profiles
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ORCID
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Scopus Author ID