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Author profile at the institutional portal

Gutierrez Rodriguez, Abraham abraham.gutierrez@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

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

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

Knowledge-Based Systems - 25/11/2023

10.1016/j.knosys.2023.111016 View at source

  • ISSN 09507051

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 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

  • 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

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

Classification-based Deep Neural Network Architecture for Collaborative Filtering Recommender Systems

  • Bobadilla, Jesus
  • Ortega, Fernando
  • Gutierrez, Abraham
  • Alonso, Santiago;

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 68-77) - 1/3/2020

10.9781/ijimai.2020.02.006 View at source

  • ISSN 19891660

A Collaborative Filtering Probabilistic Approach for Recommendation to Large Homogeneous and Automatically Detected Groups

  • Hurtado, Remigio
  • Bobadilla, Jesus
  • Gutierrez, Abraham
  • Alonso, Santiago;

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 90-100) - 1/1/2020

10.9781/ijimai.2020.03.002 View at source

  • ISSN 19891660
Open Access

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

Artificial Intelligence Scientific Documentation for Dataset for Recommender Systems

  • Ortega, Fernando
  • Bobadilla, Jesus
  • Gutierrez, Abraham
  • Hurtado, Remigio
  • Li, Xin;

Ieee Access (p. 48543-48555) - 28/8/2018

10.1109/access.2018.2867731 View at source

  • ISSN 21693536

Assigning reliability values to recommendations using matrix factorization

  • Zhu, B.
  • Ortega, F.
  • Bobadilla, J.
  • Gutierrez, A.;

Journal Of Computational Science (p. 165-177) - 1/5/2018

10.1016/j.jocs.2018.04.009 View at source

  • ISSN 18777503

This researcher has no books.

This researcher has no book chapters.

Hardware implementation of a bounded algorithm for application of rules in a transition P-system

  • Martinez, Victor
  • Arroyo, Fernando
  • Gutierrez, Abraham
  • Fernandez, Luis

Synasc 2006: Eighth International Symposium On Symbolic And Numeric Algorithms For Scientific Computing, Proceedings (p. 343-+) - 1/1/2006

10.1109/synasc.2006.42 View at source

Design of a hardware architecture based on microcontrollers for the implementation of membrane systems

  • Gutierrez, Abraham
  • Fernandez, Luis
  • Arroyo, Fernando
  • Martinez, Victor

Synasc 2006: Eighth International Symposium On Symbolic And Numeric Algorithms For Scientific Computing, Proceedings (p. 350-+) - 1/1/2006

10.1109/synasc.2006.29 View at source

This researcher has no working papers.

This researcher has no technical reports.

Secured autonomic traffic management for a Tera of SDN flows

  • KARAMCHANDANI BATRA, AMIT (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • Vakaruk, Stanislav (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
... View more Collapse

Period: 01-01-2021 - 30-06-2023

Type of funding: International

Amount of funding: 318000,00 Euros.

  • 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

TOSS (Total System Shield)

  • Cira, Calimanut-Ionut (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • BORDEL SANCHEZ, BORJA (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-01-2020 - 31-12-2020

Type of funding: International

Amount of funding: 132439,00 Euros.

  • iMarina

Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0 (TP TID)

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • García López de Lacalle, Jesús (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • Vakaruk, Stanislav (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
... View more Collapse

Period: 01-05-2019 - 31-12-2020

Type of funding: International

Amount of funding: 99050,00 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

Deep-Augur 2019

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • López Presa, José Luis (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Mitrana, Victor (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
... View more Collapse

Period: 01-01-2019 - 31-12-2019

Type of funding: International

Amount of funding: 155934,00 Euros.

  • iMarina

ADAPTACION DE ALGORITMOS DE MACHINE LEARNING PARA ANALISIS DE INFORMACION BANCARIA

  • GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP))

Period: 10-07-2018 - 09-10-2018

Type of funding: Internal

  • iMarina

ADAPTACIÓN DE ALGORITMOS DE MACHINE LEARNING PARA ANÁLISIS DE INFORMACIÓN BANCARIA

  • GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP))

Period: 16-05-2018 - 25-03-2019

Type of funding: Internal

  • iMarina

MODELO DE APRENDIZAJE AUTOMATICO BASADO EN TECNICAS DE MACHINE LEARNING PARA ANALISIS DE USO DE TARJETAS DE CREDITO

  • GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP))

Period: 01-03-2018 - 01-04-2020

Type of funding: Internal

  • iMarina

Deep-Augur

  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • ARROYO CASTILLO, ANGEL (Participante)
  • López Presa, José Luis (Participante)
  • SEVILLA DE PABLO, ANDRES (Participante)
  • Manso Callejo, Miguel Ángel (Participante)
  • García López de Lacalle, Jesús (Participante)
  • Mitrana, Victor (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
... View more Collapse

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 233083,00 Euros.

  • iMarina

Propuesta para la optimización de los procesos de transmisión de vídeo y metadatos en entornos B2B

  • Santos Menéndez, Eugenio (Director)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Director) Doctorando: Martínez Barbero, Jesús

1/1/2010

  • iMarina

This researcher has no patents or software licenses.

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