Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection

Title
......Page 2
List of Reviewers......Page 4
Table of Contents......Page 5
Detailed Table of Contents......Page 8
Foreword......Page 14
Preface......Page 16
Acknowledgment......Page 21
Overview of Knowledge Discovery in Databases Process and Data Mining for Surveillance Technologies and EWS......Page 24
Data Mining and Privacy Protection......Page 54
On the Nature and Scales of Statistical Estimations Divergence and its Linkage with Statistical Learning......Page 75
Black-Necked Swans and Active Risk Management......Page 87
Financial Early Warning System for Risk Detection and Prevention from Financial Crisis......Page 99
Designing an Early Warning System for Stock Market Crashes by Using ANFIS......Page 132
Bankruptcy Prediction by Supervised Machine Learning Techniques: A Comparative Study......Page 151
Data Mining Used for Analyzing the Bankruptcy Risk of the Romanian SMEs......Page 167
Social Aid Fraud Detection System and Poverty Map Model Suggestion Based on Data Mining for Social Risk Mitigation......Page 196
Collaborative Video Surveillance for Distributed Visual Data Mining of Potential Risk and Crime Detection......Page 217
Data Mining and Economic Crime Risk Management......Page 228
Data Mining in the Investigation of Money Laundering and Terrorist Financing......Page 251
Data Mining and Explorative Multivariate Data Analysis for Customer Satisfaction Study......Page 266
Using POS Data for Price Promotions Evaluation: An Empirical Example from a Slovenian Grocery Chain......Page 290
Compilation of References......Page 309
About the Contributors......Page 345
Index......Page 352