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Author profile at the institutional portal

Bobadilla Sancho, Jesus jesus.bobadilla@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Wasserstein GAN-based architecture to generate collaborative filtering synthetic datasets

  • Bobadilla, J
  • Gutiérrez, A

Applied Intelligence (p. 2472-2490) - 1/2/2024

10.1007/s10489-024-05313-4 View at source

  • ISSN 0924669X

Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems

  • Bobadilla J
  • Dueñas-Lerín J
  • Ortega F
  • Gutierrez A

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 15-23) - 1/1/2024

10.9781/ijimai.2023.04.008 View at source

  • ISSN 19891660

Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks

  • J Bobadilla
  • A Gutiérrez
  • R Yera
  • L Martínez

Knowledge-Based Systems - 25/11/2023

10.1016/j.knosys.2023.111016 View at source

  • ISSN 09507051

Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets

  • Bobadilla, J
  • Gutíerrez, A

International Journal Of Interactive Multimedia And Artificial Intelligence - 25/10/2023

10.9781/ijimai.2023.10.002 View at source

  • ISSN 19891660

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

Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities

  • Bobadilla J
  • Gutiérrez A
  • Alonso S
  • González-Prieto Á

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 18-26) - 1/1/2022

10.9781/ijimai.2021.08.010 View at source

  • ISSN 19891660

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 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

Deep variational models for collaborative filtering-based recommender systems

  • J Bobadilla
  • F Ortega
  • A Gutiérrez
  • Á González-Prieto

Neural Computing & Applications (p. 7817-7831) - 1/1/2022

10.1007/s00521-022-08088-2 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

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

Recommendation Versus Regression Neural Collaborative Filtering

  • ALONSO VILLAVERDE, SANTIAGO
  • BOBADILLA SANCHO, JESUS
  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • GONZALEZ PRIETO, ANGEL

Springer Link (p. 15-24) - 27/7/2022

https://doi.org/10.1007/978-981-19-3444-5_2 View at source

  • ISSN 9789811934438

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

A Novel Asymmetric Semantic Similarity Measurement for Semantic Job Matching

  • Zhu B
  • Li X
  • Sancho J

2017 International Conference On Security, Pattern Analysis, And Cybernetics (Spac) (p. 152-157) - 1/1/2017

10.1109/spac.2017.8304267 View at source

e-Learning Experience using Recommender Systems

  • Bobadilla, Jesus
  • Hernando, Antonio
  • Arroyo, Angel

Sigcse 11: Proceedings Of The 42nd Acm Technical Symposium On Computer Science Education (p. 477-481) - 19/4/2011

10.1145/1953163.1953300 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

Reducing Recommender Systems Data Base Sizes and Improving their accuracy

  • BOBADILLA SANCHO, JESUS
  • SERRADILLA GARCIA, FRANCISCO

Proceedings Of The 2009 International Conference On Internet Computing, Icomp 2009 (p. 196-202) - 13/7/2009

  • iMarina

Recommender systems: Improving collaborative filtering results

  • Bobadilla J
  • Serradilla F
  • Gutiérrez A

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

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

The Incidence of Sparsity on Collaborative Filtering Metrics

  • BOBADILLA SANCHO, JESUS
  • SERRADILLA GARCIA, FRANCISCO

Twentieth Australasian Database Conference (Adc 2009), Wellington, New Zealand, 20-23 January, 2009, Proceedings (p. 9-18) - 20/1/2009

  • iMarina

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

  • ORTEGA REQUENA, FERNANDO (Participante)
  • BERNAL BERMUDEZ, JESUS (Participante)
  • BOBADILLA SANCHO, JESUS (Participante)
  • HERNANDO ESTEBAN, ANTONIO (Investigador principal (IP))
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)

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

  • 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))
  • ANAYA CATALAN, JOSE JAVIER (Participante)
... View more Collapse

Period: 01-01-2011 - 30-06-2014

Type of funding: National

Amount of funding: 71390,00 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

Sistema recomendador híbrido basado en modelos probabilísticos

  • BOBADILLA SANCHO, JESUS (Director)
  • HERNANDO ESTEBAN, ANTONIO (Director) Doctorando: Valdiviezo Diaz, Priscila Marisela

1/1/2019

  • iMarina

Towards reliability in collaborative filtering recommender systems

  • BOBADILLA SANCHO, JESUS (Director) Doctorando: Zhu, Bo

1/9/2018

  • 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

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: 8/28/24 1:22 PM