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Document Processing Using Machine Learning

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Description: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 generationThis 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Document Processing Using Machine Learning. To get started finding Document Processing Using Machine Learning, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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ISBN: 1000739538

Description: 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 generationThis 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Document Processing Using Machine Learning. To get started finding Document Processing Using Machine Learning, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Document Processing Using Machine Learning

Document Processing Using Machine Learning

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