A new interval type-2 fuzzy aggregation approach for combining multiple neural networks in clustering and prediction of time series
M Ramírez, P Melin - International Journal of Fuzzy Systems, 2023 - Springer
Inspired by how some cognitive abilities affect the human decision-making process, the
proposed approach combines neural networks with type-2 fuzzy systems. The proposal …
proposed approach combines neural networks with type-2 fuzzy systems. The proposal …
Interval type-3 fuzzy aggregation for hybrid-hierarchical neural classification and prediction models in decision-making
M Ramírez, P Melin, O Castillo - Axioms, 2023 - mdpi.com
In all organizations, many decision analysts acquire their skills through the experience of
facing challenges to structure complex problems. Therefore, every day, the use of tools to …
facing challenges to structure complex problems. Therefore, every day, the use of tools to …
A new perspective for multivariate time series decision making through a nested computational approach using type-2 fuzzy integration
M Ramirez, P Melin - Axioms, 2023 - mdpi.com
The integration of key indicators from the results of the analysis of time series represents a
constant challenge within organizations; this could be mainly due to the need to establish …
constant challenge within organizations; this could be mainly due to the need to establish …
Parameter Adaptation in Harmony Search with Shadowed Type-2 Fuzzy Approach for Designing Optimized Interval Type-2 Fuzzy Controllers
Currently, fuzzy logic has ventured into different areas and has shown that its use improves
greatly compared to traditional methods. This is due to the handling of uncertainty that is …
greatly compared to traditional methods. This is due to the handling of uncertainty that is …