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Innovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing

Authors :
Gilberto Rivera
Witold Pedrycz
Juan Moreno-Garcia
J. Patricia Sánchez-Solís
Gilberto Rivera
Witold Pedrycz
Juan Moreno-Garcia
J. Patricia Sánchez-Solís
Publication Year :
2024

Abstract

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.

Details

Language :
English
ISBNs :
9783031697685 and 9783031697692
Volume :
01171
Database :
eBook Index
Journal :
Innovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing
Publication Type :
eBook
Accession number :
4094131