Innovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing
Springer Nature Switzerland
ISBN 978-3-031-69769-2
Standardpreis
Bibliografische Daten
eBook. PDF
2024
IX, 561 p. 229 illus., 163 illus. in color..
In englischer Sprache
Umfang: 561 S.
Verlag: Springer Nature Switzerland
ISBN: 978-3-031-69769-2
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Studies in Computational Intelligence
Produktbeschreibung
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.
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