The book focuses on how machine learning and the Internet of Things (Io T) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous Io T environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections such as machine learning, security, Io T and data mining, the concepts are explained with practical implementation including results.Key Features Follows an algorithmic approach for data analysis in machine learning Introduces machine learning methods in applications Address the emerging issues in computing such as deep learning, machine learning, Internet of Things and data analytics Focuses on machine learning techniques namely unsupervised and semi-supervised for unseen and seen data sets Case studies are covered relating to human health, transportation and Internet applications
Nilanjan Dey & Parikshit N. Mahalle
Applied Machine Learning for Smart Data Analysis [PDF ebook]
Applied Machine Learning for Smart Data Analysis [PDF ebook]
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Bahasa Inggeris ● Format PDF ● Halaman-halaman 243 ● ISBN 9780429804571 ● Penyunting Nilanjan Dey & Parikshit N. Mahalle ● Penerbit CRC Press ● Diterbitkan 2019 ● Muat turun 3 kali ● Mata wang EUR ● ID 7014682 ● Salin perlindungan Adobe DRM
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