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Computational intelligence for big data analysis : frontier advances and applications

Author: D P Acharjya; Satchidananda Dehuri; Sugata Sanyal
Publisher: London : Springer, 2015. ©2015
Series: Adaptation, learning and optimization, vol. 19.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The theoretical advancements are supported with illustrative examples and its applications in handling real life problems. The applications are mostly undertaken from real life situations. The book discusses major issues pertaining to big data  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: D P Acharjya; Satchidananda Dehuri; Sugata Sanyal
ISBN: 9783319165981 3319165984 3319165976 9783319165974
OCLC Number: 908030598
Description: 1 online resource : color illustrations
Contents: "Atrain Distributed System" (ADS) : An Infinitely Scalable Architecture for Processing Big Data of any 4Vs.- "Atrain Distributed System" (ADS) : An Infinitely Scalable Architecture for Processing Big Data of any 4Vs.- Learning Using Hybrid Intelligence Techniques.- Neutrosophic Sets and its Applications to Decision Making.- An Efficient Grouping Genetic Algorithm for Data Clustering and Big Data Analysis.- Self Organizing Migrating Algorithm with Nelder Mead Crossover and Log-Logisti Mutation for Large Scale Optimization.- A Spectrum of Big Data Applications for Data Analytics.- Fundamentals of Brain Signals and its Medical Application Using Data Analysis Techniques.- BigData: Processing of Data Intensive Applications on Cloud.- Framework for Supporting Heterogenous Clouds using Model Driven Approach.- Cloud based Big Data Analytics:WAN Optimization Techniques and Solutions.- Cloud Based E-Governance Solution: A Case Study.
Series Title: Adaptation, learning and optimization, vol. 19.
Responsibility: D.P. Acharjya, Satchidananda Dehuri, Sugata Sanyal, editors.

Abstract:

The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The book discusses major  Read more...

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