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The Fundamentals of Computational Intelligence: System Approach
This monograph is dedicated to the systematic presentation of main trends, technologies and methods of computational intelligence (CI). The book pays big attention to novel important CI technology- fuzzy logic (FL) systems and fuzzy neural networks (FNN). Different FNN including new class of FNN- cascade neo-fuzzy neural networks are considered and their training algorithms are described and analyzed. The applications of FNN to the forecast in macroeconomics and at stock markets are examined. The book presents the problem of portfolio optimization under uncertainty, the novel theory of fuzzy portfolio optimization free of drawbacks of classical model of Markovitz as well as an application fo...
Big Data: Conceptual Analysis and Applications
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.
Humanities and Big Data in Ibero-America
La colección presenta trabajos interdisciplinares que hacen uso de herramientas no solo humanistas sino también digitales para proponer enfoques inéditos sobre Literatura, Lingüística, Teoría Crítica y Filosofía en el espacio multicultural iberoamericano del siglo XXI. Las tres principales líneas de investigación - los corpus lingüísticos digitalizados, la lingüística experimental, y la relación entre Literatura, Crítica y Big Data - combinan el análisis de datos con un pensamiento crítico que trasciende el "dataísmo" y abre nuevas perspectivas (biopolítica, feminista y decolonial) en las Humanidades Digitales. The series presents interdisciplinary studies harnessing huma...
Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery
This book discusses the recent advances in natural computation, fuzzy systems and knowledge discovery. Presenting selected, peer-reviewed papers from the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), held in Kunming, China, from 20 to 22 July 2019, it is a useful resource for researchers, including professors and graduate students, as well as R&D staff in industry.
Distributed Computer and Communication Networks
This book constitutes the refereed proceedings of the 20th International Conference on Distributed and Computer and Communication Networks, DCCN 2017, held in Moscow, Russia, in September 2017. The 39 full papers and the two short papers were carefully reviewed and selected from 176 submissions. The papers cover the following topics: computer and communication networks architecture optimization; control in computer and communication networks; performance and QoS/QoE evaluation in wireless networks; analytical modeling and simulation of next-generation communications systems; queueing theory and reliability theory applications in computer networks; wireless 4G/5G networks, cm- and mm-wave radio technologies; RFID technology and its application in intellectual transportation networks; Internet of Things, wearables, and applications of distributed information systems; probabilistic and statistical models in information systems; mathematical modeling of high-tech systems; mathematical modeling and control problems; distributed and cloud computing systems, big data analytics.
Accounting and Finance
Accounting and finance are common terms for users of financial information. Nowadays the reporting of financial as well as non-financial information of an entity, and efficiency in the banking system, are considered to be important issues by creditors, investors, and managers of financial markets.Over four sections this book addresses topics including national accounting standards and financial statement disclosure; foreign direct investment and the roles of accounting valuations and earnings management during the global financial crisis; and bankruptcy risk, banking efficiency, and debt restructuring in the United Nations General Assembly Resolution.
Industrial Communication Systems
The Industrial Electronics Handbook, Second Edition, Industrial Communications Systems combines traditional and newer, more specialized knowledge that helps industrial electronics engineers develop practical solutions for the design and implementation of high-power applications. Embracing the broad technological scope of the field, this collection explores fundamental areas, including analog and digital circuits, electronics, electromagnetic machines, signal processing, and industrial control and communications systems. It also facilitates the use of intelligent systems—such as neural networks, fuzzy systems, and evolutionary methods—in terms of a hierarchical structure that makes factor...
Russia's Revolution
Aron's collection of essays begins with Mikhail Gorbachev's policy of perestroika and continues through Vladimir Putin's increasingly authoritarian rule. He examines the enormity of the changes in the fabric of the life of millions of Russians, and looks at the emergence of a new middle class and at the popularity of a series of mystery novels that embodies middle class values. He also examines legal and political reforms and corruption. With rich color and detail, Aron puts his finger on the pulse of the new Russia.
