Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches (Artificial Intelligence (
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Description
Artificial Intelligence (AI), when incorporated with machine learning and deep learning algorithms, has a wide variety of applications today. This book focuses on the implementation of various elementary and advanced approaches in AI that can be used in various domains to solve realtime decisionmaking problems.The book focuses on concepts and techniques used to run tasks in an automated manner. It discusses computational intelligence in the detection and diagnosis of clinical and biomedical images, covers the automation of a system through machine learning and deep learning approaches, presents data analytics and mining for decisionsupport applications, and includes casebased reasoning, natural language processing, computer vision, and AI approaches in realtime applications.Academic scientists, researchers, and students in the various domains of computer science engineering, electronics and communication engineering, and information technology, as well as industrial engineers, biomedical engineers, and management, will find this book useful. By the end of this book, you will understand the fundamentals of AI. Various case studies will develop your adaptive thinking to solve realtime AI problems.FeaturesIncludes AIbased decisionmaking approachesDiscusses computational intelligence in the detection and diagnosis of clinical and biomedical imagesCovers automation of systems through machine learning and deep learning approaches and its implications to the real worldPresents data analytics and mining for decisionsupport applicationsOffers casebased reasoning
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