Márquez Hernández, Antonio ÁngelMárquez Hernández, Francisco AlfredoRoldán Ruiz, Ana MaríaPeregrín Rubio, Antonio2024-04-112024-04-112018Marquez, 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.2018.8491462https://hdl.handle.net/10272/23482This 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.engAtribución-NoComercial-SinDerivadas 3.0 Españahttp://creativecommons.org/licenses/by-nc-nd/3.0/es/Fuzzy RegressionFuzzy ControlHigh DimensionalityLarge-scaleBig Datajournal article10.1109/FUZZ-IEEE.2018.8491462open access1203 Ciencia de Los Ordenadores