This book provides an overview of data mining methods demonstrated by software. Knowledge management involves application of human knowledge (epistemology) with the technological advances of our current society (computer systems) and big data, both in terms of collecting data and in analyzing...

Chapter 1 Knowledge Management -- Chapter 2 Data Sets -- Chapter 3 Basic Forecasting ToolsChapter 3 Basic Forecasting Tools -- Chapter 4 Multiple Regression -- Chapter 5 Regression Tree Models -- Chapter 6 Autoregressive Models -- Chapter 7 GARCH Models -- Chapter 8 Comparison of Models

Introduction -- Comparison with Past Pandemics -- System Dynamics Modeling of Contagion Effects -- Text Mining Support to Pandemic Planning -- Macroeconomic Impact -- Supply Chain Impact -- Debt Risk Analysis Using Two-Tier Networks -- The Effect of COVID-19 on the Banking Sector -- Assessment...