System Analysis and Data Mining
Springer International Publishing (Verlag)
978-3-031-97528-8 (ISBN)
This book presents the latest scientific contributions by Ukrainian researchers and their international colleagues in four interrelated fields: systems analysis, systems mathematics, computational intelligence, and data mining. The included papers explore both the theoretical foundations and practical applications of cutting-edge technologies across a wide range of topics including, but not limited to, global security, artificial intelligence, environmental risks, financial systems, health care, digital twins, distributed computing, assistive robotics, and other critical areas of human activity. These fields are united by the complexity of the systems involved, the presence of uncertainty, and multifactorial risks.
The methods and models presented in this volume will be valuable for researchers, educators, graduate and postgraduate students, as well as practitioners who implement modern tools and knowledge in systems analysis, artificial intelligence, and data mining to drive innovation in the digital economy.
This book makes a significant contribution to the advancement of a systems based approach to understanding global transformations. It highlights how the integration of fundamental science, mathematical modeling, and intelligent technologies can offer profound insights into complex phenomena and support informed decision-making in vital sectors of contemporary life.
The Impact of Armed Conflicts on Planetary Environmental Security.- Architecture of an Intelligent Microclimate Control System for an Industrial Enterprise.- Mathematical Modeling of Instability in Ecological and Economic Systems.- Structural Adaptation of Nonlinear Models in Time Series Processing Problems.- A System Approach for Intelligent Decision Support Based on Hierarchical Model of Criteria and Interval Pairwise Comparison Matrices.
| Erscheinungsdatum | 13.06.2025 |
|---|---|
| Reihe/Serie | Studies in Systems, Decision and Control |
| Zusatzinfo | IX, 466 p. 143 illus., 110 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik | |
| Schlagworte | Computational Intelligence • Data Science • data set • Decision Support Method • green projects • Intelligent computing technologies • machine learning • Machine Learning • Satellite-Based Climate |
| ISBN-10 | 3-031-97528-6 / 3031975286 |
| ISBN-13 | 978-3-031-97528-8 / 9783031975288 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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