Data Analytics for Intelligent Systems : Techniques and Solutions

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.

Author: Chhavi Dhiman, Manjeet Kumar, Sachin Taran

Publisher: IOP Publishing Limited

Publication Date: Feb 12, 2024

Number of Pages: NA pages

Language: English

Binding: Hardcover

ISBN-10: 0750354151

ISBN-13: 9780750354158