Deep Variational Embedding Representation on Neural Collaborative Filtering Recommender Systems - Bobadilla J; Dueñas J; Gutiérrez A; Ortega F (Applied Sciences-Basel, 2022)

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, 2022)

Deep variational models for collaborative filtering-based recommender systems - Bobadilla J; Ortega F; Gutiérrez A; González-Prieto Á (Neural Computing & Applications, 2022)

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) (2021)

Collaborative filtering to predict sensor array values in large iot networks - Ortega F; González-Prieto Á; Bobadilla J; Gutiérrez A (Sensors, 2020)

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) (2020)

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, 2020)

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, 2020)

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)) (2020)

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) (2019)

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, 2019)

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) (2019)

Method to interactively visualize and navigate related information - Hernando, A.; Bobadilla, J.; Ortega, F.; Gutierrez, A.; (Expert Systems With Applications, 2018)

Artificial Intelligence Scientific Documentation for Dataset for Recommender Systems - Ortega, Fernando; Bobadilla, Jesus; Gutierrez, Abraham; Hurtado, Remigio; Li, Xin; (Ieee Access, 2018)

Assigning reliability values to recommendations using matrix factorization - Zhu, B.; Ortega, F.; Bobadilla, J.; Gutierrez, A.; (Journal Of Computational Science, 2018)

Reliability quality measures for recommender systems - Bobadilla, Jesus; Gutierrez, A.; Ortega, F.; Zhuc, B.; (Information Sciences, 2018)

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)) (2018)

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) (2018)

A probabilistic model for recommending to new cold-start non-registered users - Hernando, Antonio; Bobadilla, Jesus; Ortega, Fernando; Gutierrez, Abraham; (Information Sciences, 2017)

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) (2014)

Improving collaborative filtering-based recommender systems results using Pareto dominance - Ortega, Fernando; Sanchez, Jose-Luis; Bobadilla, Jesus; Gutierrez, Abraham; (Information Sciences, 2013)

Trees for explaining recommendations made through collaborative filtering - Hernando, Antonio; Bobadilla, Jesus; Ortega, Fernando; Gutierrez, Abraham; (Information Sciences, 2013)

Incorporating group recommendations to recommender systems: Alternatives and performance - Ortega, F.; Bobadilla, J.; Hernando, A.; Gutierrez, A.; (Information Processing & Management, 2013)

Recommender systems survey - Bobadilla, J.; Ortega, F.; Hernando, A.; Gutierrez, A.; (Knowledge-Based Systems, 2013)

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)) (2013)

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)) (2012)

Collaborative filtering based on significances - Bobadilla, Jesus; Hernando, Antonio; Ortega, Fernando; Gutierrez, Abraham; (Information Sciences, 2012)

Networks of bio-inspired processors: hardware implementations - ALONSO VILLAVERDE, SANTIAGO (Participante); GUTIERREZ RODRIGUEZ, ABRAHAM (Participante); BRAVO GARCIA, GINES (Participante); GIL RUBIO, FCO. JAVIER (Participante); GOMEZ CANAVAL, SANDRA MARIA (Participante); Martínez Hernando, Víctor José (Participante); MINGO LOPEZ, FERNANDO DE (Participante); Mitrana, Victor (Participante); Arroyo Montoro, Fernando (Investigador principal (IP)) (2012)

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, 2011)

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, 2010)

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, 2010)

Dual Contribution of JPEG 2000 Images for Unidirectional Links - Barbero, Jesus M.; Santos, Eugenio; Gutierrez, Abraham; (Proceedings Of The Data Compression Conference, 2010)

Recommender systems: Improving collaborative filtering results - Bobadilla, Jesus; Serradilla, Francisco; Gutierrez, Abraham; (Ictke 2009 - Proceedings 2009 7th International Conference On Ict And Knowledge Engineering, 2009)

Automatic titling for international sporting events - GUTIERREZ RODRIGUEZ, ABRAHAM; MARTINEZ BARBERO, JESUS (Proc. 4th Edition Of The Upgrade-Cn Workshop On Use Of P2p, Grid And Agents For The Development Of Content Netw., Upgrade-Cn'09, Co-Located Int. Symp. High Perform. Distrib. Comput. Conf., Hpdc'09, 2009)

Data Transmission for Major Sporting Events on MPEG-2 - GUTIERREZ RODRIGUEZ, ABRAHAM; MARTINEZ BARBERO, JESUS (Icdt: 2009 Fourth International Conference On Digital Telecommunications, 2009)

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, 2009)

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, 2009)

Hardware implementation of P Systems using microcontrollers. An Operating Environment for implementing a Partially Parallel Distributed Architecture - Gomez Canaval, Sandra Maria; Gutierrez Rodriguez, Abraham; Alonso Villaverde, Santiago; (Proceedings Of The 10th International Symposium On Symbolic And Numeric Algorithms For Scientific Computing, 2009)

Suitability of using microcontrollers in implementing new P-system communications architectures - GUTIERREZ RODRIGUEZ, ABRAHAM; Fernández Muñoz, Luis; ALONSO VILLAVERDE, SANTIAGO; Arroyo Montoro, Fernando (Artificial Life And Robotics, 2008)

Hardware and software architecture for implementing membrane systems: A case of study to transition P systems - Santiago Alonso; Luis Fernández; Fernando Arroyo; GUTIERREZ RODRIGUEZ, ABRAHAM (Lecture Notes In Computer Science, 2008)

DESARROLLO DE ALGORITMOS DE MACHINE LEARNING PARA ANÁLISIS DE INFORMACIÓN BANCARIA - GUTIERREZ RODRIGUEZ, ABRAHAM (Colaborador/a); ORTEGA REQUENA, FERNANDO (Investigador principal (IP)) (2019)

MODELO DE APRENDIZAJE AUTOMATICO BASADO EN TECNICAS DE MACHINE LEARNING PARA ANALISIS DE USO DE TARJETAS DE CREDITO - GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP)) (2018)

ANÁLISIS DE VIABILIDAD DE UN MODELO DE APRENDIZAJE AUTOMÁTICO BASADO EN TÉCNICAS DE MACHINE LEARNING PARA SU UTILIZACIÓN EN PROCESOS DE SCORING BANCARIO - GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP)) (2017)

ACTUALIZACIONES EN LAS APLICACIONES DE MEGASTAR FM PARA LAS PLATAFORMAS IOS Y ANDROID - GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP)) (2014)

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 (2010)

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, 2009)

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, 2009)

Optimizing evolution rules application and communication times in membrane systems implementation - Tejedor J; Gutiérrez A; Fernández L; Arroyo F; Bravo G; Gómez S (Lecture Notes In Computer Science, 2007)

Optimizing membrane system implementation with multisets and evolution rules compression - Luis Fernández; G. Bravo; Fernando Arroyo; GUTIERREZ RODRIGUEZ, ABRAHAM (2007)

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, 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, 2006)

ADAPTACION DE ALGORITMOS DE MACHINE LEARNING PARA ANALISIS DE INFORMACION BANCARIA - GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP)) (2018)

ADAPTACIÓN DE ALGORITMOS DE MACHINE LEARNING PARA ANÁLISIS DE INFORMACIÓN BANCARIA - GUTIERREZ RODRIGUEZ, ABRAHAM (Investigador principal (IP)) (2018)

Optimizing evolution rules application anal communication times in membrane systems implementation - Tejedor, Jorge A.; Gutierrez, Abraham; Fernandez, Luis; Arroyo, Fernando; Bravo, Gines; Gomez, Sandra; (Lecture Notes In Computer Science, 2007)

Parallel software architectures analysis for implementing p systems - L. Fernandez; I Garcia; F. Arroyo; GUTIERREZ RODRIGUEZ, ABRAHAM (Proceedings Of The 12th International Symposium On Artificial Life And Robotis, Arob 12th'07, 2007)

Algorithm of active rule elimination for application of evolution rules - L. Fernandez; Fernando Arroyo; A. Tejedor; GUTIERREZ RODRIGUEZ, ABRAHAM (2007)

Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks - Bobadilla, J; Gutiérrez, A; Yera, R; Martínez, L (Knowledge-Based Systems, 2023)

Generating GAN-based fake embedding samples for Recommender Systems - Bobadilla J; Gutiérrez A (13th International Workshop On Computer Science And Engineering, Wcse 2023, 2023)

Recommendation Versus Regression Neural Collaborative Filtering - ALONSO VILLAVERDE, SANTIAGO; BOBADILLA SANCHO, JESUS; GUTIERREZ RODRIGUEZ, ABRAHAM; GONZALEZ PRIETO, ANGEL (Springer Link, 2022)