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System Analysis and Artificial Intelligence
Title
System Analysis and Artificial Intelligence [electronic resource] / edited by Michael Zgurovsky, Nataliya Pankratova.
ISBN
9783031374500
Edition
1st ed. 2023.
Publication
Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Physical Description
1 online resource (IX, 469 p.) 108 illus., 69 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
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.
Variant and related titles
Springer ENIN.
Other formats
Printed edition:
Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
September 19, 2023
Series
Studies in Computational Intelligence, 1107
Contents
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.
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