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Titlebook: Rough Sets; International Joint Andrea Campagner,Oliver Urs Lenz,JingTao Yao Conference proceedings 2023 The Editor(s) (if applicable) and

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书目名称Rough Sets
副标题International Joint
编辑Andrea Campagner,Oliver Urs Lenz,JingTao Yao
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Rough Sets; International Joint  Andrea Campagner,Oliver Urs Lenz,JingTao Yao Conference proceedings 2023 The Editor(s) (if applicable) and
描述This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2023, held in Krakow, Poland, during October 5–8, 2023..The 43 full papers included in this book were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: Rough Set Models, Foundations, Three-way Decisions, Granular Models, Distances and Similarities, Hybrid Approaches, Applications, Cybersecurity and IoT..
出版日期Conference proceedings 2023
关键词artificial intelligence; attribute reduction; classification; clustering algorithms; computer systems; co
版次1
doihttps://doi.org/10.1007/978-3-031-50959-9
isbn_softcover978-3-031-50958-2
isbn_ebook978-3-031-50959-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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An Acceleration Method for Attribute Reduction Based on Attribute Synthesisw decision system can be formed by all the pseudo-attributes. Thirdly, the pseudo-attribute with the greatest importance is selected through the forward greedy search strategy in the new decision system. Finally, let the original attributes corresponding to the selected pseudo-attribute be an attrib
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Attribute Reduction Based on the Multi-annulus Model attribute added to the attribute reduction pool, the forward greedy strategy is employed. Its essence is to divide the unevenly distributed data into corresponding annuluses and reduce the preprocessing process of the data itself, so as to accelerate the process of attribute reduction. Compared wit
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Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions froon trees on the complexity of the set of attributes attached to columns. We enumerate all types of behavior of these functions. We also study the dependence in the worst case of the minimum complexity of deterministic decision trees on the minimum complexity of nondeterministic decision trees. This
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Kryszkiewicz’s Relation for Indiscernibility of Objects in Data Tables Containing Missing Valuesbetween the two approaches, we propose another relation for indiscernibility that is equal to the intersection of possible indiscernibility relations. By using Kryszkiewicz’s relation and the proposed relation, Kryszkiewicz’s approach can derive the same approximations as Lipski’s one. Therefore, we
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products which have been found to be appropriate for a specific medical device are labeled “biomaterials” (or more modestly, materials for medical use) on the grounds of established specifications and quality control, supported by continuing feedback from the clinical experience. The major obstacle
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products which have been found to be appropriate for a specific medical device are labeled “biomaterials” (or more modestly, materials for medical use) on the grounds of established specifications and quality control, supported by continuing feedback from the clinical experience. The major obstacle
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