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Big Data: Conceptual Analysis and Applications (Studies in Big Data, 58) free ebook download

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Databases

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Catalogue

Author(s):	Zgurovsky

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3030142973
Pages:	304	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	9/17/2023 4:41:19 PM

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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 SchwabeWolf solar activity cycles. The book is useful for system analysts and practitioners working with complex systems in various spheres of human activity.

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3201927	Book	https://nitroflare.com/view/E076BFB7B01B...		0.00	stirkout

Tags: Analysis Applications Conceptual Data Data Studies

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Big Data: Conceptual Analysis and Applications (Studies in Big Data, 58) free ebook download

Category: Databases

Description: Click to see full description

Category:
Databases