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

Devi, K. Gayathri, Rath, Mamata, Linh, Nguyen Thi Dieu

Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches
  • 出版商: CRC
  • 出版日期: 2020-10-08
  • 售價: $6,680
  • 貴賓價: 9.5 折 $6,346
  • 語言: 英文
  • 頁數: 268
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367417278
  • ISBN-13: 9780367417277
  • 相關分類: 人工智慧、Machine Learning、DeepLearning、Data Science

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商品描述

Artificial Intelligence (AI) when incorporated with machine learning and deep learning algorithms can have 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, it covers the automation of a system through machine learning and deep learning approaches, presents data analytics and mining for decision support applications, 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, information technology, industrial engineers, biomedical engineers, and management will find this book useful. By the end of this book, you will have understood the fundamentals of AI and various case studies that will develop your adaptive thinking to solve real time AI problems.

作者簡介

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.

Mamata Rath has about 13 years of experience as Assistant Professor. She has good Research Publications including SCI, Scopus, dblp and Web of Science indexing in different International Journal and Conferences. Her research interests include Information Systems, Wireless Networks, Internet of Things, Computer Security, Real Time Systems, Ubiquitous Computing, Big Data and Artificial Intelligence.

Nguyen Thi Dieu Linh has more than 15 years of academic experience in electronics, IoT, Telecommunication, Big Data and Artificial Intelligence. She has published more than 10 research articles in national and international journals, books and conference proceedings. She is reviewer for Information Technology Journal, Mobile Networks and Applications Journal, and some international conferences.

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