Data Analytics for Intelligent Systems: Techniques and solutions - Softcover

Dhiman, Chhavi; Kumar, Manjeet

Softcover

ISBN 10: 0750354186 ISBN 13: 9780750354189

Publisher: Institute of Physics Publishing, 2024

Synopsis

This book focuses on the theory, development, novel techniques, and smart solutions in data analytics for intelligent systems that capture behaviours in complex environments. The book will provide beginners with a single platform to explore a variety of recent data analytics techniques for different types of data - images, videos, numerical etc. for better decision-making and problem solving for a range of applications such as computer vision, biomedical engineering, image processing, speech signal processing, intelligent systems, fault analysis and detection. In today's world, incorporation of artificial intelligence with machine learning, ensemble learning, deep learning, transfer learning and reinforcement learning has a variety of applications. This book focuses on the various advanced techniques in data analytics that can be used in different domains to solve real-time problems.

Key Features:

• Features a wide range of data analytics methods for Intelligent Systems in one resource.
• Focus on applications.
• Includes application in a broad range of fields.

Edition details

• Publisher: Institute of Physics Publishing
• Publication date: 2024
• Language: English
• ISBN 10: 0750354186
• ISBN 13: 9780750354189
• Binding: Paperback
• Number of pages: 272
• Editor: Taran Sachin