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- 1Curse of dimensionality
- 1Data dimensionality
- 1Distributed rule-based model
- 1Gradient boosting
- 1Group decision-making
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2023-07-01
E, Hanyu, Cui, Ye, Pedrycz, Witold, Li, Zhiwu
Generally, fuzzy models, especially rule-based models, are designed in a monolithic manner, meaning that all data are used en bloc to design the model. At the same time, there is a visible need to cope with the ever-increasing volumes of data (both in terms of the number of data and their...
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2022-11-01
Cui, Ye, E, Hanyu, Pedrycz, Witold, Fayek, Aminah Robinson
In this study, we introduce and develop a novel decision-making model that provides an original solution to problems of renewable energy site planning. The main idea is to construct a comprehensive and systematic methodology of ranking alternatives encountered in the environment of multicriteria...