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Titlebook: Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems; Inversion, Displacem Irik Z. Mukhametzyanov Book 2023 T

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發(fā)表于 2025-3-21 18:04:21 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱(chēng)Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems
副標(biāo)題Inversion, Displacem
編輯Irik Z. Mukhametzyanov
視頻videohttp://file.papertrans.cn/669/668076/668076.mp4
概述Provides a systematic review of multidimensional normalization methods.Includes multi-step normalization to manage data inversion method.Introduces domain displacement of normalized values and data as
叢書(shū)名稱(chēng)International Series in Operations Research & Management Science
圖書(shū)封面Titlebook: Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems; Inversion, Displacem Irik Z. Mukhametzyanov Book 2023 T
描述.This book presents a systematic review of multidimensional normalization methods and addresses problems frequently encountered when using various methods and ways to eliminate them. ..The invariant properties of the linear normalization methods presented here can be used to eliminate simple problems and avoid obvious errors when choosing a normalization method.?The book introduces valuable, novel techniques for the multistep normalization of multidimensional data. One of these methods involves inverting the normalized values of cost attributes into profit attributes based on the reverse sorting algorithm (ReS algorithm). Another approach presented is the IZ method, which addresses the issue of shift in normalized attribute values. Additionally, a new method for normalizing the decision matrix is proposed, called the MS method, which ensures the equalization of average values and variances of attributes...Featuring numerous illustrative examples throughout, the book helps readers to understand what difficulties can arise in multidimensional normalization, what to expect from such problems, and how to solve them. It is intended for academics and professionals in various areas of dat
出版日期Book 2023
關(guān)鍵詞Multidimensional Data Analysis; Algorithms; Multidimensional Normalization Methods; ReS-algorithm; IZ-me
版次1
doihttps://doi.org/10.1007/978-3-031-33837-3
isbn_softcover978-3-031-33839-7
isbn_ebook978-3-031-33837-3Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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發(fā)表于 2025-3-21 22:00:02 | 只看該作者
Coordination of Scales of Normalized Values: IZ-Method,es, it is proposed to transform the area of normalized values. This transformation was performed on the basis of the IZ-method proposed by the author. The IZ-method converts multidimensional data to a single common scale and represents a class of multivariate normalization methods that convert to is
板凳
發(fā)表于 2025-3-22 01:32:16 | 只看該作者
MS-Transformation of Z-Score,mple, it becomes valid to use WPM, WASPAS methods. The MS-method is relevant for non-linear aggregation methods and provides the choice of a conditionally general normalization scale that has the same interpretation of the normalized values as the main linear normalization methods. MS-transformation
地板
發(fā)表于 2025-3-22 06:00:29 | 只看該作者
Book 2023es of attributes...Featuring numerous illustrative examples throughout, the book helps readers to understand what difficulties can arise in multidimensional normalization, what to expect from such problems, and how to solve them. It is intended for academics and professionals in various areas of dat
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發(fā)表于 2025-3-22 16:37:06 | 只看該作者
Irik Z. Mukhametzyanovgh glucose levels, the presence of p53 in mitochondria induces apoptosis. The insight on the mechanisms triggering cell death in pancreatic β-cells will support the proposal of alternatives for prevention and/or cell protection also contributing to the treatment of diabetic patients.
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發(fā)表于 2025-3-23 01:12:31 | 只看該作者
Irik Z. Mukhametzyanov glucose levels, the presence of p53 in mitochondria induce apoptosis. The insight on the mechanisms triggering cell death in pancreatic β-cells will support the proposal of alternatives for prevention and/or cell protection also contributing to treatment of diabetic patients.
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