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Studies in Computational Intelligence

Machine Learning Algorithms for Industrial Applications

Editors: Das, S.K., Das, S.P., Dey, N., Hassanien, A.-E. (Eds.)

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  • Discusses recently developed, innovative machine learning algorithms for applications in industry 
  • Presents the state of the art in machine learning algorithms for a global industrial scenario 
  • Written by respected experts in the field 
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  • ISBN 978-3-030-50641-4
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Hardcover $199.99
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About this book

This book explores several problems and their solutions regarding data analysis and prediction for industrial applications. Machine learning is a prominent topic in modern industries: its influence can be felt in many aspects of everyday life, as the world rapidly embraces big data and data analytics. Accordingly, there is a pressing need for novel and innovative algorithms to help us find effective solutions in industrial application areas such as media, healthcare, travel, finance, and retail. In all of these areas, data is the crucial parameter, and the main key to unlocking the value of industry. 
The book presents a range of intelligent algorithms that can be used to filter useful information in the above-mentioned application areas and efficiently solve particular problems. Its main objective is to raise awareness for this important field among students, researchers, and industrial practitioners.   

Table of contents (17 chapters)

Table of contents (17 chapters)
  • A Hybrid Feature Selection Approach Based on LSI for Classification of Urdu Text

    Pages 3-18

    Rasheed, Imran (et al.)

  • Automated Document Categorization Model

    Pages 19-36

    Patra, Rakhi

  • Automated Categorization and Mining Tweets for Disaster Management

    Pages 37-51

    Patra, Rakhi

  • Sentiment Analysis in Airline Data: Customer Rating Based Recommendation Prediction Using WEKA

    Pages 53-65

    Jain, Praphula Kumar (et al.)

  • Image Inpainting for Irregular Holes Using Extreme Learning Machine

    Pages 69-81

    Kanhar, Debanand (et al.)

Buy this book

eBook $149.00
price for USA in USD
  • ISBN 978-3-030-50641-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-3-030-50640-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning Algorithms for Industrial Applications
Editors
  • Santosh Kumar Das
  • Shom Prasad Das
  • Nilanjan Dey
  • Aboul-Ella Hassanien
Series Title
Studies in Computational Intelligence
Series Volume
907
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-50641-4
DOI
10.1007/978-3-030-50641-4
Hardcover ISBN
978-3-030-50640-7
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVII, 315
Number of Illustrations
47 b/w illustrations, 117 illustrations in colour
Topics

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