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

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

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

  1. 250 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

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

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

Book details
Table of contents
Citations

About This Book

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



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Information

Publisher
CRC Press
Year
2020
ISBN
9781000179538
Edition
1
Topic
Computer Science
Subtopic
Computer Vision & Pattern Recognition
Index
Computer Science

Table of contents

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

    APA 6 Citation

    [author missing]. (2020). Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches (1st ed.). CRC Press. Retrieved from https://www.perlego.com/book/1693471/artificial-intelligence-trends-for-data-analytics-using-machine-learning-and-deep-learning-approaches-pdf (Original work published 2020)

    Chicago Citation

    [author missing]. (2020) 2020. Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches. 1st ed. CRC Press. https://www.perlego.com/book/1693471/artificial-intelligence-trends-for-data-analytics-using-machine-learning-and-deep-learning-approaches-pdf.

    Harvard Citation

    [author missing] (2020) Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches. 1st edn. CRC Press. Available at: https://www.perlego.com/book/1693471/artificial-intelligence-trends-for-data-analytics-using-machine-learning-and-deep-learning-approaches-pdf (Accessed: 25 September 2021).

    MLA 7 Citation

    [author missing]. Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches. 1st ed. CRC Press, 2020. Web. 25 Sept. 2021.