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Author profile at the institutional portal

Bobadilla Sancho, Jesus jesus.bobadilla@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

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

10.18178/wcse.2023.06.004 View at source

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

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

  • Gomez P
  • Rodellar V
  • Alvarez A
  • Bobadilla J
  • Bernal J
  • Nieto V
  • Perez M
... View more Collapse

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

Development of applications for real-time video signal processing

  • Bobadilla J
  • Mengual L

International Conference On Digital Telecommunications 2006, Icdt'06 - 1/12/2006

10.1109/icdt.2006.33 View at source

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

10.1109/icdt.2006.31 View at source

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))
... View more Collapse

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

Improving Collaborative Filtering Based Recommender Systems Using Pareto Dominance

  • BOBADILLA SANCHO, JESUS (Director) Doctorando: Sánchez Sánchez, José Luis

1/1/2013

  • iMarina

This researcher has no patents or software licenses.

Last data update: 4/8/24 11:13 PM