Recent Advances in Deep Learning Applications

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Recent Advances in Deep Learning Applications is written by Uche Onyekpe and published by CRC Press. It's available with International Standard Book Number or ISBN identification 1040324401 (ISBN 10) and 9781040324400 (ISBN 13).

This book presents a collection of rigorously revised papers selected from the 22nd IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2023). It focuses on deep learning architectures and their applications in domains such as health care, security and threat detection, education, fault diagnosis, and robotic control in industrial environments. Novel ways of using convolutional neural networks, transformers, autoencoders, graph-based neural networks, and large language models for the above applications are covered in this book. Readers will find insights to help them realize novel ways of using deep learning architectures and models in real-world applications and contexts, making this book an essential reference guide for academic researchers, professionals, software engineers in the industry, and innovative product developers. Key Features: Presents state-of-the-art research on deep learning Covers modern real-world applications of deep learning Provides value to students, academic researchers, professionals, software engineers in the industry, and innovative product developers