Abraham Gutiérrez

42 papers B 3C 1Misc 2Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Recommender Systems: Learning Collaborative Filtering Similarity Measures Using Siamese Networks. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Abraham Gutiérrez
2025	J	`jnl`	Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Abraham Gutiérrez
2025	J	`jnl`	Use of conditional generative adversarial networks to create demographic collaborative filtering datasets. Appl. Soft Comput. Jesús Bobadilla, Abraham Gutiérrez
2024	—	`conf`	A Non-centralized Federated Learning Architecture to Obtain Accurate Privacy Preserving Results. ICCAI Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso
2024	J	`jnl`	Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems. CoRR Jesús Bobadilla, Jorge Dueñas-Lerín, Fernando Ortega, Abraham Gutiérrez
2024	J	`jnl`	Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Jorge Dueñas-Lerín, Fernando Ortega, Abraham Gutiérrez
2024	—	`conf`	Mapping Research Publications Across the World: Looking for Opportunities in AI. KES-IDT Santiago Alonso, Abraham Gutiérrez, Jesús Bobadilla
2024	J	`jnl`	Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities. CoRR Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Ángel González-Prieto
2024	J	`jnl`	Reliability quality measures for recommender systems. CoRR Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega, Bo Zhu
2024	J	`jnl`	Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets. CoRR Jesús Bobadilla, Abraham Gutiérrez
2023	J	`jnl`	Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks. CoRR Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez
2023	J	`jnl`	Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks. Knowl. Based Syst. Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez
2023	J	`jnl`	Deep variational models for collaborative filtering-based recommender systems. Neural Comput. Appl. Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Ángel González-Prieto
2023	C	`conf`	Generating and Testing Synthetic Datasets for Recommender Systems to Improve Fairness in Collaborative Filtering Research. AICCSA Jesús Bobadilla, Abraham Gutiérrez
2022	J	`jnl`	Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Ángel González-Prieto
2022	—	`conf`	Recommendation Versus Regression Neural Collaborative Filtering. KES-IDT Jesús Bobadilla, Santiago Alonso, Abraham Gutiérrez, Álvaro González
2022	J	`jnl`	ResBeMF: Improving Prediction Coverage of Classification based Collaborative Filtering. CoRR Ángel González-Prieto, Abraham Gutiérrez, Fernando Ortega, Raúl Lara-Cabrera
2021	J	`jnl`	Deep Variational Models for Collaborative Filtering-based Recommender Systems. CoRR Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Ángel González-Prieto
2020	J	`jnl`	A Collaborative Filtering Probabilistic Approach for Recommendation to Large Homogeneous and Automatically Detected Groups. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Remigio Hurtado
2020	J	`jnl`	Classification-based Deep Neural Network Architecture for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Santiago Alonso
2020	J	`jnl`	Collaborative Filtering to Predict Sensor Array Values in Large IoT Networks. Sensors Fernando Ortega, Ángel González-Prieto, Jesús Bobadilla, Abraham Gutiérrez
2018	J	`jnl`	Artificial Intelligence Scientific Documentation Dataset for Recommender Systems. IEEE Access Fernando Ortega, Jesús Bobadilla, Abraham Gutiérrez, Remigio Hurtado, Xin Li
2018	J	`jnl`	Assigning reliability values to recommendations using matrix factorization. J. Comput. Sci. Bo Zhu, Fernando Ortega, Jesús Bobadilla, Abraham Gutiérrez
2018	J	`jnl`	Method to interactively visualize and navigate related information. Expert Syst. Appl. Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
2018	J	`jnl`	Reliability quality measures for recommender systems. Inf. Sci. Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega, Bo Zhu
2017	J	`jnl`	A probabilistic model for recommending to new cold-start non-registered users. Inf. Sci. Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
2013	J	`jnl`	Improving collaborative filtering-based recommender systems results using Pareto dominance. Inf. Sci. Fernando Ortega, José Luis Sánchez, Jesús Bobadilla, Abraham Gutiérrez
2013	J	`jnl`	Incorporating group recommendations to recommender systems: Alternatives and performance. Inf. Process. Manag. Fernando Ortega, Jesús Bobadilla, Antonio Hernando, Abraham Gutiérrez
2013	J	`jnl`	Recommender systems survey. Knowl. Based Syst. Jesús Bobadilla, Fernando Ortega, Antonio Hernando, Abraham Gutiérrez
2013	J	`jnl`	Trees for explaining recommendations made through collaborative filtering. Inf. Sci. Antonio Hernando, Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
2012	J	`jnl`	Collaborative filtering based on significances. Inf. Sci. Jesús Bobadilla, Antonio Hernando, Fernando Ortega, Abraham Gutiérrez
2011	B	`conf`	Services Between Video Producers and Broadcasters: Do We Need a Standard? AINA Jesus M. Barbero, Eugenio Santos, Abraham Gutiérrez
2010	B	`conf`	Dual Contribution of JPEG 2000 Images for Unidirectional Links. DCC Jesus M. Barbero, Eugenio Santos, Abraham Gutiérrez
2010	J	`jnl`	Hardware circuit for the application of evolution rules in a transition P-system. Artif. Life Robotics Victor J. Martínez, Santiago Alonso, Abraham Gutiérrez
2010	J	`jnl`	P-system communications architecture configuration based on growing self-organizing maps. Artif. Life Robotics Abraham Gutiérrez, Soledad Delgado, Sandra Gómez
2008	—	`conf`	Circuit FPGA for Active Rules Selection in a Transition P System Region. ICONIP (2) Victor J. Martínez, Abraham Gutiérrez, Luis Fernando de Mingo López
2008	—	`conf`	Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications Architectures. ICONIP (2) Abraham Gutiérrez, Soledad Delgado, Luis Fernández
2008	J	`jnl`	Suitability of using microcontrollers in implementing new P-system communications architectures. Artif. Life Robotics Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Santiago Alonso
2007	B	`conf`	Hardware and Software Architecture for Implementing Membrane Systems: A Case of Study to Transition P Systems. DNA Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Santiago Alonso
2007	—	`conf`	Optimizing Evolution Rules Application and Communication Times in Membrane Systems Implementation. Workshop on Membrane Computing Jorge Aurelio Tejedor, Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Ginés Bravo, Sandra Gómez Canaval
2006	Misc	`conf`	Design of a Hardware Architecture Based on Microcontrollers for the Implementation of Membrane Systems. SYNASC Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Victor J. Martínez
2006	Misc	`conf`	Hardware Implementation of a Bounded Algorithm for Application of Rules in a Transition P-System. SYNASC Victor J. Martínez, Fernando Arroyo, Abraham Gutiérrez, Luis Fernández