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- 1Aggregation
- 1Curse of dimensionality
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- 1Gradient boosting
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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...
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Consensus building and optimization in group decision-making for the risk assessment of Wind Farm Project
Download2020-01-01
Hao, Yajie, Kedir, Nebiyu Siraj, Seresht, Nima Gerami, Pedrycz, Witold, Fayek, Aminah Robinson
Infrastructure projects for harnessing renewable energy (e.g., wind farm projects) have recently gained popularity because of their low adverse impact on the environment. However, it is challenging to perform risk assessments for these projects because data are either scarce or of low quality....