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Titlebook: Nonlinear Blind Source Separation and Blind Mixture Identification; Methods for Bilinear Yannick Deville,Leonardo Tomazeli Duarte,Shahram H

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发表于 2025-3-21 19:54:28 | 显示全部楼层 |阅读模式
书目名称Nonlinear Blind Source Separation and Blind Mixture Identification
副标题Methods for Bilinear
编辑Yannick Deville,Leonardo Tomazeli Duarte,Shahram H
视频video
概述Presents advanced configurations of the blind source separation problem, involving bilinear, linear-quadratic and polynomial mixing models.Provides a detailed and coherent description of the methods r
丛书名称SpringerBriefs in Electrical and Computer Engineering
图书封面Titlebook: Nonlinear Blind Source Separation and Blind Mixture Identification; Methods for Bilinear Yannick Deville,Leonardo Tomazeli Duarte,Shahram H
描述This book provides a detailed survey of the methods that were recently developed to handle advanced versions of the blind source separation problem, which involve several types of nonlinear mixtures. Another attractive feature of the book is that it is based on a coherent framework. More precisely, the authors first present a general procedure for developing blind source separation methods. Then, all reported methods are defined with respect to this procedure. This allows the reader not only to more easily follow the description of each method but also to see how these methods relate to one another. The coherence of this book also results from the fact that the same notations are used throughout the chapters for the quantities (source signals and so on) that are used in various methods. Finally, among the quite varied types of processing methods that are presented in this book, a significant part of this description is dedicated to methods based on artificial neural networks, especially recurrent ones, which are currently of high interest to the data analysis and machine learning community in general, beyond the more specific signal processing and blind source separation communitie
出版日期Book 2021
关键词Blind source separation; Blind mixture identification; Nonlinear mixture; Bilinear mixture; Linear-quadr
版次1
doihttps://doi.org/10.1007/978-3-030-64977-7
isbn_softcover978-3-030-64976-0
isbn_ebook978-3-030-64977-7Series ISSN 2191-8112 Series E-ISSN 2191-8120
issn_series 2191-8112
copyrightThe Author(s), under exclusive license to Springer Nature Switzerland AG 2021
The information of publication is updating

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书目名称Nonlinear Blind Source Separation and Blind Mixture Identification网络公开度学科排名




书目名称Nonlinear Blind Source Separation and Blind Mixture Identification被引频次




书目名称Nonlinear Blind Source Separation and Blind Mixture Identification被引频次学科排名




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书目名称Nonlinear Blind Source Separation and Blind Mixture Identification年度引用学科排名




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Matrix Factorization Methods,about the processed class of mixtures. Some of these configurations yield very attractive identifiability/separability properties, thanks to the considered class of nonlinear mixtures, whereas these properties are not met for linear mixtures.
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Yannick Deville,Leonardo Tomazeli Duarte,Shahram Hosseiniapid to yield a useful tool for teachers? To address this interest, I examined the nature of science teaching during this century—using the equally fluid notion978-0-306-46550-5978-0-306-47653-2Series ISSN 1873-1058 Series E-ISSN 2213-2236
发表于 2025-3-22 12:53:35 | 显示全部楼层
Yannick Deville,Leonardo Tomazeli Duarte,Shahram Hosseinioals of individual economic agents to be in conflict; it views it as the business of economics social science to determine the extent to which this conflict does or does not result in the efficient use of resources, promote the social good, and so on.
发表于 2025-3-22 20:30:14 | 显示全部楼层
ting department activities involve a high risk of MSDs and requires immediate ergonomic interventions. The findings of the study also highlight no method either semi-direct or indirect are adequate to capture ergonomic risks, but the methods can be simultaneously used to derive more realistic understandings of ergonomic risks.
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发表于 2025-3-23 01:34:28 | 显示全部楼层
Yannick Deville,Leonardo Tomazeli Duarte,Shahram Hosseinigonomics is required in designing buffing workstations for achieving a balance between worker postures and job requirement. This can improve workers’ overall safety, productivity, and physical and mental health.
发表于 2025-3-23 06:52:31 | 显示全部楼层
Yannick Deville,Leonardo Tomazeli Duarte,Shahram Hosseiniment regarding the use of technology in the classroom was needed 100 years ago; it would still be of use today.How technology has been a means of enhancing scientific literacy provides the organizing principle for the remainder of this study. The assorted successes and failures using technology to achieve this end provide the narrative.
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