Context-Aware Machine Learning and Mobile Data Analytics
Language: English
Published by Springer International Publishing, 2021
- Hardcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
£ 112.27
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Add to basketItem description from seller
Seller Inventory # 501192631
- Title
- Context-Aware Machine Learning and Mobile Data Analytics
- Author
- Iqbal Sarker|Alan Colman|Jun Han|Paul Watters
- Publisher
- Springer International Publishing
- Publication year
- 2021
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3030885291
- ISBN 13
- 9783030885298
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
This book offers a clear understanding of the concept of context-aware machine learning including an automated rule-based framework within the broad area of data science and analytics, particularly, with the aim of data-driven intelligent decision making. Thus, we have bestowed a comprehensive study on this topic that explores multi-dimensional contexts in machine learning modeling, context discretization with time-series modeling, contextual rule discovery and predictive analytics, recent-pattern or rule-based behavior modeling, and their usefulness in various context-aware intelligent applications and services. The presented machine learning-based techniques can be employed in a wide range of real-world application areas ranging from personalized mobile services to security intelligence, highlighted in the book. As the interpretability of a rule-based system is high, the automation in discovering rules from contextual raw data can make this book more impactful for the applicationdevelopers as well as researchers. Overall, this book provides a good reference for both academia and industry people in the broad area of data science, machine learning, AI-Driven computing, human-centered computing and personalization, behavioral analytics, IoT and mobile applications, and cybersecurity intelligence.
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| Item | 26 to 60 business days | 26 to 60 business days |
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