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Industrial applications of machine learning

✍ Scribed by Atienza Alonso, David; Bielza, Concha; Diaz-Rozo, Javier; Larrañaga, Pedro; Ogbechie, Alberto; Puerto-Santana, Carlos

Publisher
CRC Press
Year
2019
Tongue
English
Leaves
349
Series
Data mining and knowledge series
Category
Library
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✦ Synopsis

"This book shows how machine learning can be applied to address real-world problems in the fourth industrial revolution and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society"--


Abstract:
"This book shows how machine learning can be applied to address real-world problems in the fourth industrial revolution and provides the required knowledge and tools to empower readers to build their Β Read more...

✦ Table of Contents

Content: 1 The Fourth Industrial Revolution 2 Machine Learning 3 Applications of Machine Learning in Industrial Sectors 4 Component-Level Case Study: Remaining Useful Life of Bearings5 Machine-Level Case Study: Fingerprint of Industrial Motors 6 Production-Level Case Study: Automated Visual Inspection of a Laser Process 7 Distribution-Level Case Study: Forecasting of Air Freight Delays

✦ Subjects

Machine learning;Industrial applications

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