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
Particle swarm optimization models applied to neural networks using the R language
- Gómez N
- Mingo L
- Bobadilla J
- Serradilla F
- Calvo Manzano J
Wseas Transactions On Systems (p. 192-202) - 1/2/2010
- ISSN 11092777
- iMarina
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
Analysis of scientific production based on trending research topics. An Artificial Intelligence case study
- Bobadilla, Jesus
- Gutierrez, Abraham
- Patricio Guisado, Miguel Angel
- Bojorque, Rodolfo Xavier
Revista Espanola De Documentacion Cientifica - 1/1/2019
10.3989/redc.2019.1.1583 View at source
- EISSN 1988-4621
- ISSN 19884621
Applications of Formant Detection in Language Learning
- Gomez, Pedro
- Alvarez, Agustin
- Martinez, Rafael
- Bobadilla, Jesus
- Bernal, Jesus
- Rodellar, Victoria
- Nieto, Victor
Path Of Speech Technologies In Computer Assisted Language Learning: From Research Toward Practice (p. 44-65) - 1/1/2008
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
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
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
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
Cooperative visualization framework based on video streaming and real-time vectorial information
- Bobadilla J
- Mengual L
Lecture Notes In Computer Science (p. 61-68) - 1/1/2004
- ISSN 03029743
- iMarina
This researcher has no books.
This researcher has no book chapters.
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
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
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
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 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
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
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
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