عنوان

Big data :

شابک

3030142981

شابک

9783030142988

شابک اشتباه

9783030142971

عنوان اصلي

Big data :

نام عام مواد

[Book]

ساير اطلاعات عنواني

conceptual analysis and applications /

نام نخستين پديدآور

Michael Z. Zgurovsky, Yuriy P. Zaychenko.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2020].

نام خاص و کميت اثر

1 online resource (xxiii, 277 pages) :

ساير جزييات

illustrations (some color).

عنوان فروست

Studies in big data,

مشخصه جلد

volume 58

شاپا ي ISSN فروست

2197-6503 ;

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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. .

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030142988

موضوع مستند نشده

Big data.

موضوع مستند نشده

Big data.

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Zhurovsʹkyĭ, M. Z., (Mykhaĭlo Zakharovych)

مستند نام اشخاص تاييد نشده

Zaychenko, Yuriy P.

تاريخ عمليات

20200823083617.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y