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Granular Computing: Perspectives and Challenges
IEEE Transactions on Cybernetics, 2013Granular computing, as a new and rapidly growing paradigm of information processing, has attracted many researchers and practitioners. Granular computing is an umbrella term to cover any theories, methodologies, techniques, and tools that make use of information granules in complex problem solving.
Jingtao Yao +2 more
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An overview of granular computing in decision-making: Extensions, applications, and challenges
Information Fusion, 2023Jindong Qin +2 more
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A trilevel analysis of uncertainty measuresin partition-based granular computing
Artificial Intelligence Review, 2022Baoli Wang, Jiye Liang, Yiyu Yao
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Three-way granular computing, rough sets, and formal concept analysis
International Journal of Approximate Reasoning, 2020 Three-way granular computing is a paradigm of thinking and information processing in three granules. We introduce a framework of three-way granular computing based on a hexagon induced by a trisection of a set.
Yiyu Yao
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A Granular Computing-Driven Best–Worst Method for Supporting Group Decision Making
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023In group decision making (GDM), there are seldom ideal scenarios that all the preference information given by all individuals reach a highly level of agreement.
Jindong Qin, Xiao-yu Ma, W. Pedrycz
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The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022In time-series forecasting, it is an important task to make an accurate and interpretable long-term prediction. In this article, we present a novel approach developed from the perspective of granular computing (GrC) to realize the long-term prediction of
Cong Ma +3 more
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Three-way decision and granular computing
International Journal of Approximate Reasoning, 2018Based on results from cognitive science, this paper examines the two fields of three-way decision and granular computing, as well as their interplay. The ideas from one field shed new light on the other field.
Yiyu Yao
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Granular computing in wineinformatics
2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2017Wineinformatics is a novel data science application domain to understand more about wine via wine related datasets, including physicochemical laboratory data and wine reviews. Many interesting works has been done in this novel domain, including predict the wines' score based on the wine expert reviews (in human language format) and wine region ...
Bernard Chen 0001 +5 more
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