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Clustering Methods for Big Data Analytics - Techniques, Toolboxes and Applications (Paperback, Softcover reprint of the original 1st ed. 2019) Loot Price: R4,011
Discovery Miles 40 110
Clustering Methods for Big Data Analytics - Techniques, Toolboxes and Applications (Paperback, Softcover reprint of the...

Clustering Methods for Big Data Analytics - Techniques, Toolboxes and Applications (Paperback, Softcover reprint of the original 1st ed. 2019)

Olfa Nasraoui, Chiheb-Eddine Ben N'Cir

Series: Unsupervised and Semi-Supervised Learning

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Loot Price R4,011 Discovery Miles 40 110 | Repayment Terms: R376 pm x 12*

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This book highlights the state of the art and recent advances in Big Data clustering methods and their innovative applications in contemporary AI-driven systems. The book chapters discuss Deep Learning for Clustering, Blockchain data clustering, Cybersecurity applications such as insider threat detection, scalable distributed clustering methods for massive volumes of data; clustering Big Data Streams such as streams generated by the confluence of Internet of Things, digital and mobile health, human-robot interaction, and social networks; Spark-based Big Data clustering using Particle Swarm Optimization; and Tensor-based clustering for Web graphs, sensor streams, and social networks. The chapters in the book include a balanced coverage of big data clustering theory, methods, tools, frameworks, applications, representation, visualization, and clustering validation.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Unsupervised and Semi-Supervised Learning
Release date: 2019
First published: 2019
Editors: Olfa Nasraoui • Chiheb-Eddine Ben N'Cir
Dimensions: 235 x 155 x 11mm (L x W x T)
Format: Paperback
Pages: 187
Edition: Softcover reprint of the original 1st ed. 2019
ISBN-13: 978-3-03-007419-7
Categories: Books > Computing & IT > Applications of computing > Pattern recognition
Books > Business & Economics > Business & management > Business mathematics & systems > General
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 3-03-007419-6
Barcode: 9783030074197

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