| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
515.2433 |
| 書名/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: |
Wavelets (Mathematics) |
| 標題: |
Soft computing. |
| ISBN: |
9789811263996 |
| ISBN: |
981126399X |
| ISBN: |
9789811264030 |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
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. |
| 摘要、提要註: |
"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"-- |
| 電子資源: |
https://www.worldscientific.com/worldscibooks/10.1142/13074#t=toc |