System analysis & intelligent computing : theory and applications / / edited by Michael Zgurovsky, Nataliya Pankratova

• Pubblicazione: Cham, Switzerland : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (414 pages)
• Disciplina: 003
• Soggetto topico: Artificial intelligence
• Persona (resp. second.): ZhurovsʹkyĭM. Z (Mykhaĭlo Zakharovych); PankratovaNataliya
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Preface -- Contents -- Part I System Analysis of Complex Systems -- 1 Cyclic Regularities of the Covid-19 Spread and Vaccination Effect on Its Further Reduction -- 1 Introduction -- 2 Cyclic Regularity of the Spread of Pandemic Infectious Diseases at the Beginning of the 21st Century -- 2.1 The Cyclic Nature of Pandemic Infectious Diseases Over the Past Two Decades -- 2.2 Analysis of the Cyclic Nature of the COVID-19 Pandemic Spread in Global and Regional Contexts -- 2.3 The Cyclic Nature of COVID-19 Spread in the Global Extent -- 3 Analysis of Trends in Pandemic Processes in the World Based on the Use of the Clusterization Method -- 3.1 Countries Clustering by COVID-19 Incidence Rate -- 3.2 Clustering by the Mortality Dynamics Level -- 4 Conclusions -- References -- 2 Cyber-Physical Systems Operation with Guaranteed Survivability and Safety Under Conditions of Uncertainty and Multifactor Risks -- 1 Introduction -- 2 Related Work -- 2.1 Applications of CPS -- 2.2 Modeling, Simulation, and Verification of CPS -- 3 Cyber-Physical Systems with Guaranteed Survivability and Safety -- 3.1 Introduction -- 3.2 Modified Information Platform for Technical Diagnostics of Functioning CPS -- 3.3 Case Study -- 4 Conclusions -- References -- 3 System Approach to Control-Oriented Mathematical Modeling of Thermal Processes of Buildings -- 1 Introduction -- 2 Analysis of Research and Publications -- 3 Goals and Objectives of the Study -- 4 Systems Approach to Mathematical Modelling of Thermal Processes of a Building -- 5 Discrete Mathematical Model of Flat Elements of Buildings -- 5.1 Heat Transferring Elements -- 5.2 Electrical Analogy -- 5.3 Chains of Heat Transferring Elements -- 6 Reduction of a Multizone Mathematical Model -- 7 Conclusions -- References -- 4 Toward the Mentality Accounting in Large Social Systems Models -- 1 Introduction. ; 1.1 Setting the Problem -- 1.2 Purpose of the Article -- 2 Models with an Internal Structure and Mentality -- 2.1 One Possible Way to Take into Account the Mentality -- 2.2 Internal Representation of the External World -- 2.3 An Important Representation of Some Individual -- 3 Mentality Accounting in Models -- 3.1 One Approach to Modeling Mentality -- 4 Models with Evolutionary Structure -- 4.1 Types of Mentality Variables in an Individual Representation -- 4.2 Fast and Slow Variables -- 4.3 Bonds Between Different Types of Internal Variables of Elements -- 5 One Simple Example in Modeling with Mentality and with Time-Dependent Bonds -- 6 Some Qualitative Consequences of the Proposed Methodology of Modeling Large Social Systems -- 7 Conclusions -- References -- 5 The Strategy of Underground Construction Objects Planning Based on Foresight and Cognitive Modelling Methodologies -- 1 Introduction -- 2 Description of the Underground Construction Problem -- 3 The System Approach to the Study of Underground Development Planning Based on Foresight and Cognitive Modelling Methodologies -- 3.1 Methodology of Foresight -- 3.2 Methodology of Cognitive Modelling -- 4 Modelling of Underground Communications -- 5 Conclusion -- References -- 6 Assessing Territories for Urban Underground Objects Using Morphological Analysis-Based Model -- 1 Introduction -- 1.1 System Approach to Urban Underground Construction -- 1.2 Objects of Study -- 2 Methods -- 3 Models -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- 7 Application of Impulse Process Models with Multirate Sampling in Cognitive Maps of Cryptocurrency for Dynamic Decision Making -- 1 Introduction -- 2 Materials and Methods -- 2.1 Building an Improved Cognitive Map of Cryptocurrency Applications in the Financial Market. ; 2.2 Development of Subsystem Models with Slow-Measured and Fast-Measured CM Coordinates with Multirate Sampling -- 2.3 Suppression of External and Internal Constrained Disturbances in CM Subsystems with Fast-Measured Coordinates with Multirate Sampling -- 3 Results -- 3.1 Experimental Studies of the System of Suppression of Constrained Internal and External Disturbances in a CM Subsystem with Fast-Measured Node Coordinates -- 3.2 Experimental Studies of Suppression of Constrained Internal and External Disturbances in a CM Subsystem with Slowly Measured Node Coordinates -- 4 Conclusion -- References -- 8 Systemic Approach to Risk Estimation Using DSS -- 1 Introduction -- 2 Problem Statement -- 3 Data, Model and Forecasts -- 4 Generalized Classification of Risks -- 5 Bayesian Network Adaptation -- 6 Discussion -- 7 Conclusions -- References -- 9 An Approach to Reduction of the Number of Pair-Wise Alternative Comparisons During Individual and Group Decision-Making -- 1 Introduction -- 2 Cognitive Biases, Associated with Expert Estimation Process -- 2.1 Sources of Cognitive Biases -- 3 Quality of DSS Recommendations in Weakly-Structured Subject Domains -- 3.1 Expert Pair-Wise Comparisons -- 3.2 Psychological Aspects of Pair-Wise Comparisons -- 4 A Method of Expert Pair-Wise Comparisons, Taking the Order of Alternatives into Consideration -- 5 Experimental Research of the Method -- 6 Usage of the Approach for Reduction of the Number of Expert Pair-Wise Comparisons During Estimation -- 6.1 Reducing the Number of Pair-Wise Comparisons -- 6.2 Implementation of the Suggested Approach -- 6.3 Idea and Formal Description of Group Estimation Procedure -- 7 Further Research -- 8 Conclusions -- References -- Part II Computational Intelligence and Intelligent Computing Technologies. ; 10 Enhancing the Relevance of Information Retrieval in Internet Media and Social Networks in Scenario Planning Tasks -- 1 Introduction -- 2 Reduction of Inconsistency Between User's Information Needs and the Results of User's Inquiry in Search Engine -- 2.1 Operations on DWNT -- 2.2 DWNT Manipulation Algorithms -- 2.3 Information Message Search Method Using DWNT -- 3 Design of the Data Collection and Mining System for the Data Obtained from Internet Media and Social Networks -- 3.1 Defining Data-Driven Workflows -- 3.2 Implementation of Workflows -- 4 Example of Information Retrieval System Application -- 5 Conclusions -- References -- 11 Breathmonitor: AI Sleep Apnea Mobile Detector -- 1 Introduction -- 2 Proposed Solution -- 3 Testing Results -- 4 Implementation -- 5 Conclusions -- References -- 12 Structure Optimization and Investigations of the Hybrid GMDH-Neo-fuzzy Neural Networks in Forecasting Problems -- 1 Introduction -- 2 The Description of the Evolving Hybrid GMDH-Neo-Fuzzy Network -- 3 Neo-fuzzy Neuron with Small Number of Adjusted Parameters as a Node of Hybrid GMDH-System -- 3.1 The Neo-fuzzy Neuron Learning Algorithm -- 4 Results -- 4.1 Problem Of Industrial Prices Forecast -- 4.2 Problem Share Prices Forecasting -- 4.3 Forecasting Index NASDAQ -- 5 Conclusion -- References -- 13 The Method of Deformed Stars as a Population Algorithm for Global Optimization -- 1 Introduction -- 2 Method of Deformed Stars for Multi-extremal Optimization. Two-Dimensional Case -- 2.1 Problem Formulation for One-, Two-Dimensional Cases -- 2.2 The Method of Triangular Deformed Stars (MODS-3) -- 2.3 The Method of Quadrangular Deformed Stars (MODS-4) -- 3 Method of Deformed Stars for Global Optimization, n-Dimensional Case -- 3.1 Formulation of the Problem -- 3.2 The Idea of MODS in n-Dimensional Case -- 3.3 Algorithm of the Method of Deformed Stars. ; 4 The Experimental Results -- 4.1 The Two-Dimensional Case. MODS-3, MODS-4, MODS-5 -- 4.2 The n-Dimensional Case -- 5 Conclusions -- References -- 14 Guaranteed Estimation of Solutions to First Order Compatible Linear Systems of Periodic Ordinary Differential Equations with Unknown Right-Hand Sides -- 1 Introduction -- 2 Preliminaries and Auxiliary Results -- 3 Problem Statement -- 4 Main Results -- References -- 15 Application of the Theory of Optimal Set Partitioning for Constructing Fuzzy Voronoi Diagrams -- 1 Introduction -- 2 Materials and Methods -- 2.1 Definition and Basic Properties of the Voronoi Diagram -- 2.2 Some Variations of the Voronoi Diagram -- 2.3 Continuous Problems of Optimal Set Partitioning. Voronoi Diagrams as a Result of Solving Continuous OSP Problems -- 3 Results -- 3.1 Statement of Problems for Constructing Voronoi Diagrams with Fuzzy Cells -- 3.2 Algorithm for Constructing a Voronoi Diagram with Fuzzy Cells with Given Coordinates of Generating Points -- 3.3 Examples of Constructing a Voronoi Diagram with Fuzzy Cells with Given Coordinates of Generating Points -- 4 Discussion and Conclusion -- References -- 16 Integrated Approach to Financial Data Analysis, Modeling and Forecasting -- 1 Introduction -- 2 Materials and Methods -- 2.1 The Idea of an Integrated Approach -- 2.2 Integrated Models Construction -- 2.3 An Example of Applying an Integrated Approach to Credit Risk Analysis -- 2.4 Experimental Modeling of the Company's Profitability Based on Integrated Models -- 3 Integrated Dynamic Approach to Financial Risk Assessment -- 3.1 Methodology of Financial Risk Processing -- 3.2 Algorithms for Predicting the Time of Risk Onset -- 3.3 Method of Dynamic Risk Assessment -- 4 Credit Risks Dynamic Modeling Example -- 4.1 Results and Discussion -- 5 Conclusions -- References -- 17 Unranked Fuzzy Logic and Reasoning. ; 1 Introduction.
• Titolo autorizzato: System analysis & intelligent computing
• ISBN: 3-030-94910-9
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910556877003321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in Computational Intelligence