Document Processing Using Machine Learning - Hardcover

 
9780367218478: Document Processing Using Machine Learning
Hardcover
ISBN 10: 036721847X ISBN 13: 9780367218478
Publisher: Chapman and Hall/CRC, 2019

Synopsis

Document Processing Using Machine Learning aims at presenting a handful of resources for students and researchers working in the document image analysis (DIA) domain using machine learning since it covers multiple document processing problems. Starting with an explanation of how Artificial Intelligence (AI) plays an important role in this domain, the book further discusses how different machine learning algorithms can be applied for classification/recognition and clustering problems regardless the type of input data: images or text.

In brief, the book offers comprehensive coverage of the most essential topics, including:

· The role of AI for document image analysis

· Optical character recognition

· Machine learning algorithms for document analysis

· Extreme learning machines and their applications

· Mathematical foundation for Web text document analysis

· Social media data analysis

· Modalities for document dataset generation

This book serves both undergraduate and graduate scholars in Computer Science/Information Technology/Electrical and Computer Engineering. Further, it is a great fit for early career research scientists and industrialists in the domain.

"synopsis" may belong to another edition of this title.

About the Author

Sk Md Obaidullah, KC Santosh, Teresa Goncalves, Nibaran Das, Kaushik Roy

"About this title" may belong to another edition of this title.

Publisher
Chapman and Hall/CRC
Publication date
2019
Language
English
ISBN 10 
036721847X
ISBN 13 
9780367218478
Binding
Hardcover
Edition number
1
Number of pages
168
Editor
Obaidullah Sk Md, Santosh KC, Goncalves Teresa, Das Nibaran, Roy Kaushik