RT Journal Article
T1 A view of High Dimensional, Large-Scale and Big Data Fuzzy Rule based Regression and Control Systems
A1 Márquez Hernández, Antonio Ángel
A1 Márquez Hernández, Francisco Alfredo
A1 Roldán Ruiz, Ana María
A1 Peregrín Rubio, Antonio
AB This work deals with the methodologies employed in the specialized literature on fuzzy regression and control systems to perform the learning process under conditions of high dimensionality and/or large-scale sets of examples. First, we look at algorithmic approaches in the last decade, where this specific area has experienced its bigger growth, and then at new resources nowadays based on distributed programming with MapReduce. We conclude trying to identify the challenges and future guidelines.
PB IEEE
YR 2018
FD 2018
LK https://hdl.handle.net/10272/23482
UL https://hdl.handle.net/10272/23482
LA eng
NO Marquez, A. A., Alfredo Marquez, F., Roldan, A. M., & Peregrin, A. (2018). A view of High Dimensional, Large-Scale and Big Data Fuzzy Rule based Regression and Control Systems. In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE. https://doi.org/10.1109/fuzz-ieee.2018.8491462
DS Repositorio Institucional de la Universidad de Huelva
RD 15 jun 2026