Building Intelligent Systems Using Machine Learning and Deep Learning: Security, Applications and Its Challenges (Computer Science, Technology and Applications Series) - Hardcover

Sahoo; Abhaya Kumar

Hardcover

ISBN 13: 9798891133426

Publisher: Nova Science Publishers, Inc., 2024

Synopsis

The primary objective of this book is to provide insight into the design and development of the intelligent system. The proposed book volume mainly focuses on a machine learning and deep learning-based intelligent system that would bring out the latest trends in the field of tourism, healthcare, agriculture, etc. This book provides security solutions for the intelligent system in different applications. The technological gaps between the traditional system and intelligent system are mentioned in the book, which will help in better understanding for the implementation of the intelligent system using machine learning (ML) and deep learning (DL) approaches. Although ML and DL have made great achievements in intelligent systems, there are still substantial open challenges that have not been fully studied. The main open challenges of using ML and DL in intelligent systems are (i) Better performance of the system (ii) Time complexity of the jobs running inside an intelligent system (iii) Managing overload tasks (iv) Providing security towards the system. This book will definitely help academicians, researchers and industry people towards the security, design and development of the intelligent system.

Edition details

• Publisher: Nova Science Publishers, Inc.
• Publication date: 2024
• Language: English
• ISBN 13: 9798891133426
• Binding: Hardcover
• Number of pages: 224