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发表于 2025-3-25 04:29:23 | 显示全部楼层
Fuzzy Information Granulation with Multiple Levels of Granularity,m solving and information processing with multiple levels of granularity, with special focus on fuzzy information granulation. To support the importance of granulation with multiple levels, we present a multi-level approach for extracting well-defined and semantically sound fuzzy information granules from numerical data.
发表于 2025-3-25 11:19:20 | 显示全部楼层
From Interval (Set) and Probabilistic Granules to Set-and-Probabilistic Granules of Higher Order,ent uncertainty formalisms such as random sets, Dempster-Shafer approach, fuzzy sets, imprecise probabilities, and Bayesian statistics. We also prove that for fuzzy uncertainty, granules of second order are sufficient.
发表于 2025-3-25 14:22:00 | 显示全部楼层
发表于 2025-3-25 16:51:22 | 显示全部楼层
Calculi of Approximation Spaces in Intelligent Systems,aradigm is Rough-Granular Computing (Pedrycz et al. 2008, Stepaniuk 2008) (RGC, in short). The RGC methods have been successfully applied for solving complex problems in areas such as identification of behavioral patterns by autonomous systems, web mining, and sensor fusion. In RGC, an important rol
发表于 2025-3-25 22:33:35 | 显示全部楼层
发表于 2025-3-26 03:05:50 | 显示全部楼层
Comparative Study of Fuzzy Information Processing in Type-2 Fuzzy Systems,hes. However, both of these approaches are time consuming for most real-world applications, in particular for control problems. For this reason, a more efficient method based on evolutionary algorithms has been proposed by Castillo and Melin (CM). This method is based on directly obtaining the type
发表于 2025-3-26 05:56:47 | 显示全部楼层
发表于 2025-3-26 09:54:44 | 显示全部楼层
Decision Making with Second Order Information Granules, have complete decision-relevant information. The standard framework is not capable to deal with partial or fuzzy information, whereas, in reality, decision-relevant information about outcomes, probabilities, preferences etc is inherently imprecise and as such described in natural language (NL). Now
发表于 2025-3-26 14:53:24 | 显示全部楼层
On the Usefulness of Fuzzy Rule Based Systems Based on Hierarchical Linguistic Fuzzy Partitions,zy Rule Based Systems. In this context, it emerges the necessity of managing a flexible structure of the Knowledge Base with the aim of modeling the problems with a higher precision. In this work, we present a short overview on the Hierarchical Fuzzy Rule Based Systems, which consists in a hierarchi
发表于 2025-3-26 17:10:17 | 显示全部楼层
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