System Analysis & Intelligent Computing : Theory and Applications / edited by Michael Zgurovsky, Nataliya Pankratova.

Format:

Book

Contributor:

Zhurovsʹkyĭ, M. Z. (Mykhaĭlo Zakharovych), editor.

Pankratova, Nataliya, editor.

Series:

Studies in Computational Intelligence, 1860-9503 ; 1022

Language:

English

Subjects (All):

Computational intelligence.

Cooperating objects (Computer systems).

Computational Intelligence.

Cyber-Physical Systems.

Local Subjects:

Computational Intelligence.

Cyber-Physical Systems.

Physical Description:

1 online resource (414 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

Mode of access: World Wide Web.

Summary:

The book contains the newest advances related to research and development of complex intellectual systems of various nature, acting under conditions of uncertainty and multifactor risks, intelligent systems for decision-making, high performance computing, state-of-the-art information technologies for needs of science, industry, economy, and environment. The most important problems of sustainable development and global threats estimation, forecast and foresight in tasks of planning and strategic decision-making are investigated. This monograph will be useful to researchers, post-graduates, and advanced students specializing in system analysis, decision-making, strategic planning or engineering design, fundamentals of computational Intelligence, artificial Intelligence systems based on hybrid neural networks, big data, and data mining.

Contents:

Part I: System Analysis of Complex Systems

Cyclic Regularities of the Covid-19 Spread and Vaccination Effect on Its Further Reduction

Cyber-physical Systems Operation with Guaranteed Survivability and Safety under Conditions of Uncertainty and Multifactor Risks

System Approach to Control-Oriented Mathematical Modeling of Thermal Processes of Buildings

Toward the Mentality Accounting in Large Social Systems Models

The Strategy of Underground Construction Objects Planning Based on Foresight and Cognitive Modelling Methodologies

Assessing Territories for Urban Underground Objects Using Morphological Analysis-Based Model

Application of Impulse Process Models with Multirate Sampling in Cognitive Maps of Cryptocurrency for Dynamic Decision Making

Systemic Approach to Risk Estimation Using DSS

Experimental Research of Impact of Order of Pairwise Alternative Comparisons upon Credibility of Expert Session Results

Part II: Computational Intelligence and Intelligent ComputingTechnologies

Enhancing the Relevance of Information Retrieval in Internet Media and Social Networks in Scenario Planning Tasks

Breathmonitor: AI Sleep Apnea Mobile Detector

Structure Optimization and Investigations of the Hybrid GMDH-Neo-fuzzy Neural Networks in Forecasting Problems

The Method of Deformed Stars as a Population Algorithm for Global Optimization

Guaranteed Estimation of Solutions to First Order Compatible Linear Systems of Periodic Ordinary Differential Equations with Unknown Right-Hand Sides

Application of the Theory of Optimal Set Partitioning for Constructing Fuzzy Voronoi Diagrams

Integrated Approach to Financial Data Analysis, Modeling and Forecasting

Unranked Fuzzy Logic and Reasoning

Fractal Analysis and Its Applications in Urban Environment

Fractal Analysis Usage Areas in Healthcare

Program Code Protecting Mechanism Based on Obfuscation Tools. .

Notes:

Includes bibliographical references.

Other Format:

Print version: Zgurovsky, Michael System Analysis and Intelligent Computing

ISBN:

3-030-94910-9

OCLC:

1306201663