Big Data: Conceptual Analysis and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Database Management, General Computing
Cover of the book Big Data: Conceptual Analysis and Applications by Michael Z. Zgurovsky, Yuriy P. Zaychenko, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Michael Z. Zgurovsky, Yuriy P. Zaychenko ISBN: 9783030142988
Publisher: Springer International Publishing Publication: March 20, 2019
Imprint: Springer Language: English
Author: Michael Z. Zgurovsky, Yuriy P. Zaychenko
ISBN: 9783030142988
Publisher: Springer International Publishing
Publication: March 20, 2019
Imprint: Springer
Language: English

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.

 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

 

More books from Springer International Publishing

Cover of the book Advances in Speech and Language Technologies for Iberian Languages by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Military Interventions, War Crimes, and Protecting Civilians by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Why Hospitals Fail by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Humor in Infants by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Quality Control with R by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Countering 21st Century Social-Environmental Threats to Growing Global Populations by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book The Political Thought of C.B. Macpherson by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Human Rights in Transnational Business by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Lean Manufacturing in the Developing World by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Smart Markets for Water Resources by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Human Aspects of IT for the Aged Population. Design for Aging by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Human Aspects of Information Security, Privacy, and Trust by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Theoretical Approaches to Analysis and Interpretation of Commingled Human Remains by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Thomas Hamblin and the Bowery Theatre by Michael Z. Zgurovsky, Yuriy P. Zaychenko
Cover of the book Data-Driven Process Discovery and Analysis by Michael Z. Zgurovsky, Yuriy P. Zaychenko
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy