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Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches

by K. Gayathri (Anna University Chennai) Devi

Part of the Artificial Intelligence AI: Elementary to Advanced Practices Series

Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches Synopsis

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 real-time decision-making 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 decision-support applications, and includes case-based reasoning, natural language processing, computer vision, and AI approaches in real-time 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 real-time AI problems. Features Includes AI-based decision-making approaches Discusses computational intelligence in the detection and diagnosis of clinical and biomedical images Covers automation of systems through machine learning and deep learning approaches and its implications to the real world Presents data analytics and mining for decision-support applications Offers case-based reasoning

Book Information

ISBN: 9780367417277
Publication date: 8th October 2020
Author: K. Gayathri (Anna University Chennai) Devi
Publisher: CRC Press an imprint of Taylor & Francis Ltd
Format: Hardback
Pagination: 268 pages
Categories: Artificial intelligence, Computer science, Databases, Supercomputers, Communications engineering / telecommunications, Electronics engineering, Product design, Mathematics,

About K. Gayathri (Anna University Chennai) Devi

K. Gayathri Devi, with 20 years experience working as a Professor in the Department of Electronics and Communication Engineering, Dr. N.G.P Institute of Technology, Tamilnadu, India. She has published papers in national and international Journals, and Conferences. She has Published Patents. She is the reviewer of many SCI and Scopus indexed journals. She has received many proficiency awards, grants and topper in NPTEL online certification examination. She is the Life member in ISTE, International association of Engineers and Institute of Research Engineers and Doctors. Her research interests include Medical Image Processing, Internet of Things, Artificial Intelligence and Embedded systems. ...

More About K. Gayathri (Anna University Chennai) Devi

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