Data Analytics for Intelligent Systems

Techniques and solutions

Manjeet Kumar, Chhavi Dhiman

EPUB
ca. 124,99 €
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Institute of Physics Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Technik

Beschreibung

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.

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Schlagwörter

object recognition, intelligent systems, computer vision, sentiment analysis, speech recognition, object detection, biomedical signal analysis, brain computer interfaces., data analytics, image analysis, signal analysis