Overview
- Provides new directions of research in the fields of AI and IoT
- Gathers recent research in emerging artificial intelligence methods and IoT methods
- Presents recent research in artificial intelligence and Internet of Things
Part of the book series: Intelligent Systems Reference Library (ISRL, volume 172)
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Table of contents (39 chapters)
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Front Matter
Keywords
About this book
This book covers all the emerging trends in artificial intelligence (AI) and the Internet of Things (IoT). The Internet of Things is a term that has been introduced in recent years to define devices that are able to connect and transfer data to other devices via the Internet. While IoT and sensors have the ability to harness large volumes of data, AI can learn patterns in the data and quickly extract insights in order to automate tasks for a variety of business benefits. Machine learning, an AI technology, brings the ability to automatically identify patterns and detect anomalies in the data that smart sensors and devices generate, and it can have significant advantages over traditional business intelligence tools for analyzing IoT data, including being able to make operational predictions up to 20 times earlier and with greater accuracy than threshold-based monitoring systems. Further, other AI technologies, such as speech recognition and computer vision can help extract insights from data that used to require human review. The powerful combination of AI and IoT technology is helping to avoid unplanned downtime, increase operating efficiency, enable new products and services, and enhance risk management.
Editors and Affiliations
Bibliographic Information
Book Title: Recent Trends and Advances in Artificial Intelligence and Internet of Things
Editors: Valentina E. Balas, Raghvendra Kumar, Rajshree Srivastava
Series Title: Intelligent Systems Reference Library
DOI: https://doi.org/10.1007/978-3-030-32644-9
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-32643-2Published: 28 November 2019
Softcover ISBN: 978-3-030-32646-3Published: 28 November 2020
eBook ISBN: 978-3-030-32644-9Published: 19 November 2019
Series ISSN: 1868-4394
Series E-ISSN: 1868-4408
Edition Number: 1
Number of Pages: XXXIV, 607
Topics: Computational Intelligence, Cyber-physical systems, IoT, Artificial Intelligence