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Big Data Analytics for Smart Transport and Healthcare Systems
Hardcover
Series: Urban Sustainability
Business GeneralMedical ReferenceDatabases
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ISBN13: 9789819966196
Publisher: Springer
Published: Dec 4 2023
Pages: 190
Weight: 1.10
Height: 0.63 Width: 6.22 Depth: 9.37
Language: English
This book aims to introduce big data solutions in urban sustainability applications--mainly smart transportation and healthcare systems. It focuses on machine learning techniques and data processing approaches which have the capacity to handle/process huge, live, and complex datasets in real-time transportation and healthcare applications. For this, several state-of-the-art data processing approaches including data pre-processing, classification, regression, and clustering are introduced, tested, and evaluated to highlight their benefits and constraints where data is sensitive, real-time, and/or semi-structured.
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