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System Analysis and Artificial Intelligence 2023 ed. [Kõva köide]

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  • Formaat: Hardback, 469 pages, kõrgus x laius: 235x155 mm, kaal: 881 g, 69 Illustrations, color; 39 Illustrations, black and white; IX, 469 p. 108 illus., 69 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 1107
  • Ilmumisaeg: 29-Aug-2023
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031374495
  • ISBN-13: 9783031374494
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  • Kõva köide
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System Analysis and Artificial Intelligence 2023 ed.Suurem pilt
  • Formaat: Hardback, 469 pages, kõrgus x laius: 235x155 mm, kaal: 881 g, 69 Illustrations, color; 39 Illustrations, black and white; IX, 469 p. 108 illus., 69 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 1107
  • Ilmumisaeg: 29-Aug-2023
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031374495
  • ISBN-13: 9783031374494
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783031374494.html
Märksõnad:

This book contains the latest scientific work of Ukrainian scientists and their colleagues from other countries of the world in three interrelated areas: systems analysis, artificial intelligence and data mining. The included articles present the theoretical foundations and practical applications of the latest tools and methods of artificial intelligence, scenario planning, decision making and computational intelligence for important areas of human activity. The tools and methods presented in the book are continuously evolving and finding new applications across various fields, contributing to advancements and efficiencies in different industries:  healthcare, finance, retail and E-commerce, manufacturing and industrial automation, transportation and logistics advancements and cybersecurity. The results of the book are useful to teachers, scientists, graduate students of universities and managers of large companies specializing in strategic planning, engineering design of complex systems, decision-making, optimization of operations and other related fields of knowledge and practice.

Approach to Development of Digital Twin Model for Cyber-Physical System
in Conditions of Conceptual Uncertainty.- Constructing Mathematical Models
for Actuarial Processes.- Functional Planning Optimization of Exploiting
Underground Space in Large Cities Using System Methodology.- Analysis and
Modelling of the Underground Tunnel Planning in Uncertainty
Conditions.- Stabilization of Impulsive Processes of the Cognitive Map to
Cryptocurrency Usage with Multirate Sampling and Coordination between Some
Nodes Parameters.- Wireless Sensor Networks for Healthcare on SoA.- 
Improving Predictive Models in the Financial Sector Using Fractal
Analysis.- K-lr Modeling with Neural Economy and its Utilization in Unclear
Data.- Formalization and Development of Autonomous Artificial Intelligence
Systems.- Attractors for Differential Inclusions and Their Applications for
Evolution Algorithms.-  System Analysis and Method of Ensuring Functional
Sustainability of the Information System of a Critical Infrastructure
Object.- Intellectual Data Analysis and Machine Learning Approaches for Car
Insurance Rates Reconstruction.- On Generation of Daily Cloud-Free Satellite
Images at High Resolution Level.-  Computational Intelligence for Digital
Healthcare Informatics.- Continuous and Convex Extensions Approaches in
Combinatorial Optimization.- Action Encoding in Algorithms for Learning
Controllable Environment.- Comparison of Constrained Bayesian and Classical
Methods of Testing Statistical Hypotheses in Sequential
Experiments.- Investigation of Artificial Intelligence Methods in the
Short-Term and Middle-Term Forecasting in Financial Sphere.- Neo-Fuzzy
Radial-Basis Function Neural Network and Its Combined Learning.- 
Investigations of Different Classes Hybrid Deep Learning Networks and
Analysis of Their Efficiency in Forecasting.- Generalized Models of Logistics
Problems and Approaches to Their Solution Based on the Synthesis of the
Theory of Optimal Partitioning and Neuro-Fuzzy Technologies.- Technological
Principles of Using Media Content for Evaluating Social Opinion.- Scenario
Modelling in the Context of Foresight Studies.- Assessing the Development of
Energy Innovations and Its Impact on the Sustainable Development of
Countries.-  Studies of the Intercivilization Fault Level
Dynamics.- Exploring the Vulnerability of Social Media for Crowdsourced
Intelligence under a False Flag.