Kniha Clustering Methods for Big Data Analytics Olfa Nasraoui

Clustering Methods for Big Data Analytics

Techniques, Toolboxes and Applications

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
149.57
This book highlights the state of the art and recent advances in Big Data clustering methods and the...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2018
Stránok
187
EAN
9783319978635
ISBN
3319978632
Enbook ID
19762441
Hmotnosť
471
Rozmery
155 x 235 x 15

Kompletný popis

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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