| 1. Table of Contents |
| 2. BackCover |
| 3. Investigative Data Mining for Security and Criminal Detection |
| 4. Introduction |
| 5. Chapter 1: Precrime Data Mining | 1.1 Behavioral Profiling |
| 6. 1.2 Rivers of Scraps | 1.2 Rivers of Scraps |
| 7. 1.3 Data Mining | 1.3 Data Mining |
| 8. 1.4 Investigative Data Warehousing | 1.4 Investigative Data Warehousing |
| 9. 1.5 Link Analysis | 1.5 Link Analysis |
| 10. 1.6 Software Agents | 1.6 Software Agents |
| 11. 1.7 Text Mining | 1.7 Text Mining |
| 12. 1.8 Neural Networks | 1.8 Neural Networks |
| 13. 1.9 Machine Learning | 1.9 Machine Learning |
| 14. 1.10 Precrime | 1.10 Precrime |
| 15. 1.11 September 11, 2001 | how pattern recognition is used to track criminals |
| 16. 1.12 Criminal Analysis and Data Mining | 1.12 Criminal Analysis and Data Mining |
| 17. 1.13 Profiling via Pattern Recognition | 1.13 Profiling via Pattern Recognition |
| 18. 1.14 Calibrating Crime | Data Mining (for dummies) how it can use to prevent a future attack on america like 9/11 bloodstain pattern analysis data mining |
| 19. 1.15 Clustering Burglars: A Case Study | 1.15 Clustering Burglars: A Case Study 1.15.1 Introduction 1.15.2 The Application Task 1.15.3 Data Selection Cleaning and Coding 1.15.4 Application Construction 1.15.5 Findings 1.15.6 Validation Process 1.15.7 Discussion and Further Work 1.15.8 Conclusions |
| 20. 1.16 The Future | 1.16 The Future |
| 21. 1.17 Bibliography | 1.17 Bibliography |
| 22. Chapter 2: Investigative Data Warehousing | 2.1 Relevant Data |
| 23. 2.2 Data Testing | 2.2 Data Testing |
| 24. 2.3 The Data Warehouse | 2.3 The Data Warehouse |
| 25. 2.4 Demographic Data | 2.4 Demographic Data |
| 26. 2.5 Real Estate and Auto Data | 2.5 Real Estate and Auto Data |
| 27. 2.6 Credit Data | 2.6 Credit Data |
| 28. 2.7 Criminal Data | 2.7 Criminal Data |
| 29. 2.8 Government Data | 2.8 Government Data |
| 30. 2.9 Internet Data | 2.9 Internet Data 2.9.1 Log Files 2.9.2 Cookies 2.9.3 Web Bugs 2.9.4 Internet Forms |
| 31. 2.10 XML | 2.10 XML |
| 32. 2.11 Data Preparation | 2.11 Data Preparation |
| 33. 2.12 Interrogating the Data | 2.12 Interrogating the Data |
| 34. 2.13 Data Integration | 2.13 Data Integration |
| 35. 2.14 Security and Privacy | 2.14 Security and Privacy |
| 36. 2.15 ChoicePoint: A Case Study | 2.15 ChoicePoint: A Case Study |
| 37. 2.16 Tools for Data Preparation | 2.16 Tools for Data Preparation |
| 38. 2.17 Standardizing Criminal Data | 2.17 Standardizing Criminal Data |
| 39. 2.18 Bibliography | 2.18 Bibliography |
| 40. Chapter 3: Link Analysis: Visualizing Associations | 3.1 How Link Analysis Works |
| 41. 3.2 What Can Link Analysis Do? | 3.2 What Can Link Analysis Do? |
| 42. 3.3 What Is Link Analysis? | 3.3 What Is Link Analysis? |
| 43. 3.4 Using Link Analysis Networks | 3.4 Using Link Analysis Networks |
| 44. 3.5 Fighting Wireless Fraud with Link Analysis: A Case Study | 3.5 Fighting Wireless Fraud with Link Analysis: A Case Study |
| 45. 3.6 Types of Link Analysis | 3.6 Types of Link Analysis |
| 46. 3.7 Combating Drug Trafficking in Florida with Link Analysis: A Case Study | 3.7 Combating Drug Trafficking in Florida with Link Analysis: A Case Study |
| 47. 3.8 Link Analysis Applications | 3.8 Link Analysis Applications |
| 48. 3.9 Focusing on Money Laundering via Link Analysis: A Case Study | 3.9 Focusing on Money Laundering via Link Analysis: A Case Study |
| 49. 3.10 Link Analysis Limitations | criminal detection social network machine learning data mining thesis |
| 50. 3.11 Link Analysis Tools | visually displaying criminal connections |
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Authors: Mena J. ISBN: 0750676132 Current page: 1 from 232 This Free ebooks are presented on flylib.comOur library present to you materials from book Investigative Data Mining for Security and Criminal Detection. Warning! The page Table of content from this book is informational only! Do not print out this page! Do NOT SUBMIT this page as part of your website or work without confirmation from the authors. You can read the contents of the book, but we strongly recommend that you purchase. or example, you can Buy this book on Amazon.com |