عنوان

Big data :

(Number (ISBN

3030142981

(Number (ISBN

9783030142988

Erroneous ISBN

9783030142971

Title Proper

Big data :

General Material Designation

[Book]

Other Title Information

conceptual analysis and applications /

First Statement of Responsibility

Michael Z. Zgurovsky, Yuriy P. Zaychenko.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2020].

Specific Material Designation and Extent of Item

1 online resource (xxiii, 277 pages) :

Other Physical Details

illustrations (some color).

Series Title

Studies in big data,

Volume Designation

volume 58

ISSN of Series

2197-6503 ;

Text of Note

Cluster Analysis in Big Data Mining.- Deep Neural Networks and Hybrid GMDH -- Neuro-fuzzy Networks in Big Data Analysis.- Pattern Recognition in Big Data Analysis.- Intellectual analysis of systemic world conflicts and global forecast for the 21st century.

0

Text of Note

The book is devoted to the analysis of big data in order to extract from these data hidden patterns necessary for making decisions about the rational behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, based on the self-organization of computational processes, the use of crisp and fuzzy cluster analysis methods, hybrid neural-fuzzy networks, and others. The book solves various practical problems. In particular, for the tasks of 3D image recognition and automatic speech recognition large-scale neural networks with applications for Deep Learning systems were used. Application of hybrid neuro-fuzzy networks for analyzing stock markets was presented. The analysis of big historical, economic and physical data revealed the hidden Fibonacci pattern about the course of systemic world conflicts and their connection with the Kondratieff big economic cycles and the Schwabe-Wolf solar activity cycles. The book is useful for system analysts and practitioners working with complex systems in various spheres of human activity. .

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030142988

Big data.

Big data.

Number

Edition

Class number

Zhurovsʹkyĭ, M. Z., (Mykhaĭlo Zakharovych)

Zaychenko, Yuriy P.

Date of Transaction

20200823083617.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y