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Clustering Methods for Big Data Analytics

Techniques, Toolboxes and Applications

Language EnglishEnglish
Book Hardback
Book Clustering Methods for Big Data Analytics Olfa Nasraoui
Libristo code: 19762441
Publishers Springer International Publishing AG, November 2018
This book highlights the state of the art and recent advances in Big Data clustering methods and the... Full description
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59 474 Ft
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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.

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About the book

Full name Clustering Methods for Big Data Analytics
Language English
Binding Book - Hardback
Date of issue 2018
Number of pages 187
EAN 9783319978635
ISBN 3319978632
Libristo code 19762441
Weight 471
Dimensions 155 x 235 x 15
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