Gutierrez Rodriguez, Abraham abraham.gutierrez@upm.es
Publications
- Articles 19
- Books 0
- Book chapters 0
- Conferences 22
- Working papers 0
- Technical reports 0
- Research projects 17
- Supervised theses 1
- Patent or software license 0
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
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
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
Recommender systems survey
- Bobadilla, J.
- Ortega, F.
- Hernando, A.
- Gutierrez, A.;
Knowledge-Based Systems (p. 109-132) - 1/7/2013
10.1016/j.knosys.2013.03.012 View at source
- ISSN 09507051
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
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
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
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
This researcher has no books.
This researcher has no book chapters.
Algorithm of active rule elimination for application of evolution rules
- L. Fernandez
- Fernando Arroyo
- A. Tejedor
- GUTIERREZ RODRIGUEZ, ABRAHAM
19/6/2007
- iMarina
Optimizing membrane system implementation with multisets and evolution rules compression
- Luis Fernández
- G. Bravo
- Fernando Arroyo
- GUTIERREZ RODRIGUEZ, ABRAHAM
4/6/2007
- iMarina
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
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
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
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
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
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
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
- iMarina
- iMarina
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
- iMarina
- iMarina
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)
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))
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)
Period: 01-05-2019 - 31-12-2020
Type of funding: International
Amount of funding: 99050,00 Euros.
- 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)
Period: 01-01-2019 - 31-12-2019
Type of funding: International
Amount of funding: 155934,00 Euros.
- iMarina
Telecom Diagnostics
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- GOMEZ CANAVAL, SANDRA MARIA (Participante)
- Arroyo Montoro, Fernando (Participante)
- López Presa, José Luis (Participante)
- MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
Period: 01-01-2018 - 31-12-2018
Type of funding: International
Amount of funding: 100850,00 Euros.
- 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)
Period: 01-01-2018 - 31-12-2018
Type of funding: International
Amount of funding: 233083,00 Euros.
- iMarina
ONline Network TraffIc Characterization
- MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
- Fernández Muñoz, Luis (Participante)
- SANCHEZ COUSO, JOSE RAMON (Participante)
- GOMEZ CANAVAL, SANDRA MARIA (Participante)
- Ordozgoiti Rubio, Bruno (Participante)
- Zhu, Bo (Participante)
- HERNANDO ESTEBAN, ANTONIO (Participante)
- SEVILLA DE PABLO, ANDRES (Participante)
- López Presa, José Luis (Participante)
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- Arroyo Montoro, Fernando (Participante)
Period: 01-02-2014 - 31-01-2017
Type of funding: International
Amount of funding: 612636,00 Euros.
- 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
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.
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