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Wavelets in soft computing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Wavelets in soft computing/ Marc Thuillard.
作者:	Thuillard, Marc.
出版者:	Singapore :World Scientific, : c2023.,
面頁冊數:	1 online resource (320 p.) :ill. :
標題:	Soft computing. -
電子資源:	https://www.worldscientific.com/worldscibooks/10.1142/13074#t=toc
ISBN:	9789811263996

Wavelets in soft computing
Thuillard, Marc.

Wavelets in soft computing[electronic resource] /Marc Thuillard. - 2nd ed. - Singapore :World Scientific,c2023. - 1 online resource (320 p.) :ill. - World Scientific series in robotics and intelligent systems ;v. 29. - World Scientific series in robotics and intelligent systems ;v. 29..

Includes bibliographical references and index.

Introduction to wavelet theory -- Preprocessing: the multiresolution approach -- Spline-based wavelets approximation and compression algorithms -- Automatic generation of a fuzzy system with wavelet-based methods and spline-based wavelets -- Nonparametric wavelet-based estimation and regression techniques -- Hybrid neural networks -- Multiresolution and deep neural networks -- Developing intelligent sensors with fuzzy logic and multiresolution analysis -- Multiresolution and wavelets in graphs, trees, and networks -- Genetic algorithms and multiresolution.

"The comprehensive compendium furnishes a quick and efficient entry point to many multiresolution techniques and facilitates the transition from an idea into a real project. It focuses on methods combining several soft computing techniques (fuzzy logic, neural networks, genetic algorithms) in a multiresolution framework. Illustrated with numerous vivid examples, this useful volume gives the reader the necessary theoretical background to decide which methods suit his/her needs. New materials and applications for multiresolution analysis are added, including notable research topics such as deep learning, graphs, and network analysis"--

Mode of access: World Wide Web.

ISBN: 9789811263996Subjects--Topical Terms:

562548
Soft computing.

LC Class. No.: QA403.3 / .T48 2023

Dewey Class. No.: 515.2433

Wavelets in soft computing
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245 1 0 $a Wavelets in soft computing $h [electronic resource] / $c Marc Thuillard.
250 $a 2nd ed.
260 $a Singapore : $b World Scientific, $c c2023.
300 $a 1 online resource (320 p.) : $b ill.
490 1 $a World Scientific series in robotics and intelligent systems ; $v v. 29
504 $a Includes bibliographical references and index.
505 0 $a Introduction to wavelet theory -- Preprocessing: the multiresolution approach -- Spline-based wavelets approximation and compression algorithms -- Automatic generation of a fuzzy system with wavelet-based methods and spline-based wavelets -- Nonparametric wavelet-based estimation and regression techniques -- Hybrid neural networks -- Multiresolution and deep neural networks -- Developing intelligent sensors with fuzzy logic and multiresolution analysis -- Multiresolution and wavelets in graphs, trees, and networks -- Genetic algorithms and multiresolution.
520 $a "The comprehensive compendium furnishes a quick and efficient entry point to many multiresolution techniques and facilitates the transition from an idea into a real project. It focuses on methods combining several soft computing techniques (fuzzy logic, neural networks, genetic algorithms) in a multiresolution framework. Illustrated with numerous vivid examples, this useful volume gives the reader the necessary theoretical background to decide which methods suit his/her needs. New materials and applications for multiresolution analysis are added, including notable research topics such as deep learning, graphs, and network analysis"-- $c Publisher's website.
538 $a Mode of access: World Wide Web.
538 $a System requirements: Adobe Acrobat reader.
588 $a Description based on print version record.
650 0 $a Soft computing. $3 562548
650 0 $a Wavelets (Mathematics) $3 528163
830 0 $a World Scientific series in robotics and intelligent systems ; $v v. 29. $3 1421342
856 4 0 $u https://www.worldscientific.com/worldscibooks/10.1142/13074#t=toc