Document Processing Using Machine Learning

December 2, 2019|
Document Processing Using Machine Learning by Sk Obaidullah
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Document Processing Using Machine Learningaims 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.

Sk Md Obaidullahhas completed Ph.D(Engg.) from Jadavpur University, M.Tech in Computer Sc. & Application from University of Calcutta and B.E in Computer Sc. & Engineering from Vidyasagar University in the year 2017, 2009, 2004 respectively. He was Erasmus Post-Doctoral fellow funded by European Commission at University of Evora...
Title:Document Processing Using Machine LearningFormat:HardcoverProduct dimensions:182 pages, 9.25 X 6.14 X 0 inShipping dimensions:182 pages, 9.25 X 6.14 X 0 inPublished:December 2, 2019Publisher:TAYLORLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:036721847X

ISBN - 13:9780367218478

Appropriate for ages: All ages

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