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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.
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Computational Processing of the Portuguese Language - 14th International Conference, PROPOR 2020, Evora, Portugal, March 2-4, 2020, Proceedings (Paperback, 1st ed. 2020)
Paulo Quaresma, Renata Vieira, Sandra Aluisio, Helena Moniz, Fernando Batista, …
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R1,603
Discovery Miles 16 030
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 14th International
Conference on Computational Processing of the Portuguese Language,
PROPOR 2020, held in Evora, Portugal, in March 2020. The 36 full
papers presented together with 5 short papers were carefully
reviewed and selected from 70 submissions. They are grouped in
topical sections on speech processing; resources and evaluation;
natural language processing applications; semantics; natural
language processing tasks; and multilinguality.
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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Evora, Portugal, September 5-8, 2016, Proceedings (Paperback, 1st ed. 2016)
Norbert Fuhr, Paulo Quaresma, Teresa Goncalves, Birger Larsen, Krisztian Balog, …
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R2,727
Discovery Miles 27 270
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 7th
International Conference of the CLEF Initiative, CLEF 2016, held in
Toulouse, France, in September 2016. The 10 full papers and 8 short
papers presented together with 5 best of the labs papers were
carefully reviewed and selected from 36 submissions. In addition to
these talks, this volume contains the results of 7 benchmarking
labs reporting their year long activities in overview talks and lab
sessions. The papers address all aspects of information access in
any modality and language and cover a broad rangeof topics in the
fields of multilingual and multimodal information access
evaluation.
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