Overview
- Describes novel ways of using deep learning architectures for real-world applications
- Describes new algorithms of deep learning networks for real-world applications
- Presents results of using deep learning models for selected applications
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1434)
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Table of contents (15 chapters)
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Front Matter
Keywords
About this book
This book presents a compilation of extended versions of selected papers from 20th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2021). It focuses on deep learning networks and their applications in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments. It highlights novel ways of using deep neural networks to solve real-world problems, and also offers insights into deep learning architectures and algorithms, making it an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers. The book is fourth in the series published since 2017.
Editors and Affiliations
About the editors
Dr. Vasile Palade is currently a Professor of Artificial Intelligence and Data Science at Coventry University, UK. He previously held several academic and research positions at the University of Oxford - UK, University of Hull - UK, and the University of Galati - Romania. His research interests are in the area of machine learning, with a focus on neural networks and deep learning, and with main application to computer vision, social network data analysis and web mining, autonomous driving, smart cities, health, among others. Prof. Palade is author and co-author of more than 200 papers in journals and conference proceedings as well as several books on machine learning and applications. He is an Associate Editor for several reputed journals, such as IEEE Transactions on Neural Networks and Learning Systems, Neural Networks, Knowledge and Information Systems. He has delivered keynote talks to international conferences on machine learning and applications. Dr. Vasile Palade is an IEEE Senior Member.
Bibliographic Information
Book Title: Deep Learning Applications, Volume 4
Editors: M. Arif Wani, Vasile Palade
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-981-19-6153-3
Publisher: Springer Singapore
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023
Softcover ISBN: 978-981-19-6152-6Published: 26 November 2022
eBook ISBN: 978-981-19-6153-3Published: 25 November 2022
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XIV, 384
Number of Illustrations: 31 b/w illustrations, 124 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Mathematical Models of Cognitive Processes and Neural Networks