Innovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing
暫譯: 人工神經網絡在數據分析與信號處理中的創新應用
Rivera, Gilberto, Pedrycz, Witold, Moreno-Garcia, Juan
- 出版商: Springer
- 出版日期: 2024-12-03
- 售價: $7,220
- 貴賓價: 9.5 折 $6,859
- 語言: 英文
- 頁數: 561
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031697685
- ISBN-13: 9783031697685
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相關分類:
Data Science
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商品描述
This book deals with the application of ANNs in real-world problems requiring data analysis and signal processing. Artificial neural networks (ANNs) have emerged in society thanks to the large number of applications that have been used in an awe-inspiring way. These networks offer effective solutions to practical, real-world problems. The wide variety of application fields of the studies in the book is remarkable; these are related to sensorization, agriculture, healthcare, air pollution, video games, and cybersecurity, among others. To organize this variety, the chapters have been grouped into three sections related to: (1) Forecasting and Prediction, (2) Knowledge Discovery and Knowledge Management, and (3) Signal Processing. This book aims to reach readers interested in ANNs and their applications in different fields, so it is interesting not only for computer science but also for other related disciplines.
商品描述(中文翻譯)
本書探討人工神經網路(ANNs)在需要數據分析和信號處理的現實世界問題中的應用。由於有大量應用以驚人的方式被使用,人工神經網路在社會中逐漸崛起。這些網路為實際的現實世界問題提供了有效的解決方案。本書中研究的應用領域多樣,令人矚目;這些領域與感測技術、農業、醫療保健、空氣污染、電子遊戲和網絡安全等相關。為了組織這些多樣性,章節被分為三個部分,分別與以下主題相關:(1) 預測與預言,(2) 知識發現與知識管理,以及 (3) 信號處理。本書旨在吸引對人工神經網路及其在不同領域應用感興趣的讀者,因此對計算機科學以及其他相關學科的讀者都具有吸引力。