Abraham Gutiérrez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

Matrix Factorization

Synthetic Datasets

Comprehensive Evaluation

Collaborative Filtering

Top Venues

Int. J. Interact. Multim. Artif. Intell.

Publications

Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega, Bo Zhu
Reliability quality measures for recommender systems. CoRR (2024)
Jesús Bobadilla, Jorge Dueñas-Lerín, Fernando Ortega, Abraham Gutiérrez
Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. 8 (6) (2024)
Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez
Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks. CoRR (2023)
Jesús Bobadilla, Abraham Gutiérrez
Generating and Testing Synthetic Datasets for Recommender Systems to Improve Fairness in Collaborative Filtering Research. AICCSA (2023)
Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Ángel González-Prieto
Deep variational models for collaborative filtering-based recommender systems. Neural Comput. Appl. 35 (10) (2023)
Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez
Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks. Knowl. Based Syst. 280 (2023)
Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Ángel González-Prieto
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities. Int. J. Interact. Multim. Artif. Intell. 7 (4) (2022)
Jesús Bobadilla, Santiago Alonso, Abraham Gutiérrez, Álvaro González
Recommendation Versus Regression Neural Collaborative Filtering. KES-IDT (2022)
Ángel González-Prieto, Abraham Gutiérrez, Fernando Ortega, Raúl Lara-Cabrera
ResBeMF: Improving Prediction Coverage of Classification based Collaborative Filtering. CoRR (2022)
Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Ángel González-Prieto
Deep Variational Models for Collaborative Filtering-based Recommender Systems. CoRR (2021)
Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Santiago Alonso
Classification-based Deep Neural Network Architecture for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. 6 (1) (2020)
Fernando Ortega, Ángel González-Prieto, Jesús Bobadilla, Abraham Gutiérrez
Collaborative Filtering to Predict Sensor Array Values in Large IoT Networks. Sensors 20 (16) (2020)
Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Remigio Hurtado
A Collaborative Filtering Probabilistic Approach for Recommendation to Large Homogeneous and Automatically Detected Groups. Int. J. Interact. Multim. Artif. Intell. 6 (2) (2020)
Bo Zhu, Fernando Ortega, Jesús Bobadilla, Abraham Gutiérrez
Assigning reliability values to recommendations using matrix factorization. J. Comput. Sci. 26 (2018)
Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega, Bo Zhu
Reliability quality measures for recommender systems. Inf. Sci. (2018)
Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
Method to interactively visualize and navigate related information. Expert Syst. Appl. 111 (2018)
Fernando Ortega, Jesús Bobadilla, Abraham Gutiérrez, Remigio Hurtado, Xin Li
Artificial Intelligence Scientific Documentation Dataset for Recommender Systems. IEEE Access 6 (2018)
Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
A probabilistic model for recommending to new cold-start non-registered users. Inf. Sci. 376 (2017)
Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
Trees for explaining recommendations made through collaborative filtering. Inf. Sci. 239 (2013)
Fernando Ortega, Jesús Bobadilla, Antonio Hernando, Abraham Gutiérrez
Incorporating group recommendations to recommender systems: Alternatives and performance. Inf. Process. Manag. 49 (4) (2013)
Jesús Bobadilla, Fernando Ortega, Antonio Hernando, Abraham Gutiérrez
Recommender systems survey. Knowl. Based Syst. 46 (2013)
Fernando Ortega, José Luis Sánchez, Jesús Bobadilla, Abraham Gutiérrez
Improving collaborative filtering-based recommender systems results using Pareto dominance. Inf. Sci. 239 (2013)
Jesús Bobadilla, Antonio Hernando, Fernando Ortega, Abraham Gutiérrez
Collaborative filtering based on significances. Inf. Sci. 185 (1) (2012)
Jesus M. Barbero, Eugenio Santos, Abraham Gutiérrez
Services Between Video Producers and Broadcasters: Do We Need a Standard? AINA (2011)
Victor J. Martínez, Santiago Alonso, Abraham Gutiérrez
Hardware circuit for the application of evolution rules in a transition P-system. Artif. Life Robotics 15 (1) (2010)
Abraham Gutiérrez, Soledad Delgado, Sandra Gómez
P-system communications architecture configuration based on growing self-organizing maps. Artif. Life Robotics 15 (1) (2010)
Jesus M. Barbero, Eugenio Santos, Abraham Gutiérrez
Dual Contribution of JPEG 2000 Images for Unidirectional Links. DCC (2010)
Victor J. Martínez, Abraham Gutiérrez, Luis Fernando de Mingo López
Circuit FPGA for Active Rules Selection in a Transition P System Region. ICONIP (2) (2008)
Abraham Gutiérrez, Soledad Delgado, Luis Fernández
Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications Architectures. ICONIP (2) (2008)
Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Santiago Alonso
Suitability of using microcontrollers in implementing new P-system communications architectures. Artif. Life Robotics 13 (1) (2008)
Jorge Aurelio Tejedor, Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Ginés Bravo, Sandra Gómez Canaval
Optimizing Evolution Rules Application and Communication Times in Membrane Systems Implementation. Workshop on Membrane Computing (2007)
Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Santiago Alonso
Hardware and Software Architecture for Implementing Membrane Systems: A Case of Study to Transition P Systems. DNA (2007)
Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Victor J. Martínez
Design of a Hardware Architecture Based on Microcontrollers for the Implementation of Membrane Systems. SYNASC (2006)
Victor J. Martínez, Fernando Arroyo, Abraham Gutiérrez, Luis Fernández
Hardware Implementation of a Bounded Algorithm for Application of Rules in a Transition P-System. SYNASC (2006)