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Author profile at the institutional portal

Gutierrez Rodriguez, Abraham abraham.gutierrez@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 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

  • 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

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

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

Services between video producers and broadcasters. Do we need a standard?

  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • MARTINEZ BARBERO, JESUS

Proceedings - International Conference On Advanced Information Networking And Applications, Aina (p. 610-616) - 3/6/2011

10.1109/aina.2011.39 View at source

  • ISSN 1550445X

Dual Contribution of JPEG 2000 Images for Unidirectional Links

  • Barbero, Jesus M.
  • Santos, Eugenio
  • Gutierrez, Abraham;

Proceedings Of The Data Compression Conference (p. 521-521) - 31/5/2010

10.1109/dcc.2010.81 View at source

  • ISSN 10680314

P-System communications architectures configuration based on growing Self-Organizing maps

  • GOMEZ CANAVAL, SANDRA MARIA
  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • DELGADO SANZ, MARIA SOLEDAD

Proceedings Of The 15th International Symposium On Artificial Life And Robotics, Arob 15th'10 (p. 257-261) - 1/12/2010

10.1007/s10015-010-0771-1 View at source

  • ISSN 14335298

Hardware circuit for the application of evolution rules in a transition P-system

  • Martínez V
  • Alonso S
  • Gutiérrez A

Proceedings Of The 15th International Symposium On Artificial Life And Robotics, Arob 15th'10 (p. 262-265) - 1/12/2010

10.1007/s10015-010-0774-y View at source

  • ISSN 14335298

Application of Variable Meighborhood search(VNS) in configuring membarane systems communication architectures

  • Soledad Delgado
  • Sandra Gómez
  • GUTIERREZ RODRIGUEZ, ABRAHAM

Proceedings Of The 7th International Conference On Computer Science And Information Technologies (p. 196-199) - 28/9/2009

  • iMarina

Circuit FPGA for active rules selection in a transition P system region

  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • Martínez Hernando, Víctor José
  • MINGO LOPEZ, FERNANDO DE

Lecture Notes In Computer Science (p. 893-900) - 21/9/2009

10.1007/978-3-642-03040-6_109 View at source

  • ISSN 03029743

Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications Architectures

  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • Fernández Muñoz, Luis
  • DELGADO SANZ, MARIA SOLEDAD

Lecture Notes In Computer Science (p. 437-444) - 21/9/2009

10.1007/978-3-642-03040-6_53 View at source

  • ISSN 03029743

Implementing self-organizing neural networks for P-systems communications arqhitectures using microcontrollers

  • Canaval S
  • Rodríguez A
  • Sanz S

Proceedings Of The 4th Indian International Conference On Artificial Intelligence (p. 630-647) - 16/12/2009

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Beyond 5G Enhanced Management through dIgital twiNs based on artificial Intelligence: Artificial Intelligence and Use Cases

  • Vakaruk, Stanislav (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • SERRANO ROMERO, JAVIER (Miembro del equipo de trabajo)
  • López Presa, José Luis (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • CUEVAS RODRIGUEZ, CARLOS (Participante)
  • RONDA PRIETO, JOSE IGNACIO (Participante)
  • JAUREGUIZAR NUÑEZ, FERNANDO (Participante)
  • García Santos, Narciso (Participante)
  • BLANCO ADAN, CARLOS ROBERTO DEL (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-04-2022 - 30-11-2024

Type of funding: National

Amount of funding: 702800,00 Euros.

  • iMarina

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)

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

  • Mitrana, Victor (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • 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)
... 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

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: 8/28/24 9:31 AM