Information Granularity, Big Data, and Computational Intelligence

Language: English

Published by Springer, Palgrave Macmillan Jul 2014, 2014

3319082531 / 9783319082530

Series: Book 6 of 95 - Studies in Big Data

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weathermonitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data.This carefully edited volume provides the reader with an updated, in-depth material on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of big data architectures, analysis, and interpretation as well as data analytics. The book is aimed at a broad audience of researchers and practitioners including those active in various disciplines in which big data, their analysis and optimization are of genuine relevance. One focal point is the systematic exposure of the concepts, design methodology, and detailed algorithms. In general, the volume adheres to the top-down strategy starting with the concepts and motivation and then proceeding with the detailed design that materializes in specific algorithms and representative applications. The material is self-contained and provides the reader with all necessary prerequisites and augments some parts with a step-by-step explanation of more advanced concepts supported by a significant amount of illustrative numeric material and some application scenarios to motivate the reader and make someabstract concepts more tangible.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 456 pp. Englisch.

Seller Inventory # 9783319082530

Title
Information Granularity, Big Data, and Computational Intelligence
Author
Witold Pedrycz
Publisher
Springer, Palgrave Macmillan Jul 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319082531
ISBN 13
9783319082530
Item weight
846 grams
Dimensions
241x160x30 mm
Series
Book 6 of 95: Studies in Big Data

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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