Optimization of fuzzy regression trees using artificial immune systems

Autor: Gasir, Fathi Sidig

This thesis presents the development of a novel fuzzy regression tree algorithm known as Elgasir, which is based on the CHAID regression tree algorithm and Takagi-Sugeno fuzzy inference. The Elgasir Algorithm is applied to crisp regression trees to p

Externí odkaz: http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.574508

On the Suitability of Type-1 Fuzzy Regression Tree Forests for Complex Datasets.

Autor: Gasir, Fathi, Crockett, Keeley

Publikováno v: Information Processing & Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II; 2016, p656-663, 8p