Investigative Data Mining for Security and Criminal Detection
eBook - PDF

Investigative Data Mining for Security and Criminal Detection

  1. 272 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Investigative Data Mining for Security and Criminal Detection

About this book

Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat crime in the 21st century. It introduces security managers, law enforcement investigators, counter-intelligence agents, fraud specialists, and information security analysts to the latest data mining techniques and shows how they can be used as investigative tools. Readers will learn how to search public and private databases and networks to flag potential security threats and root out criminal activities even before they occur. The groundbreaking book reviews the latest data mining technologies including intelligent agents, link analysis, text mining, decision trees, self-organizing maps, machine learning, and neural networks. Using clear, understandable language, it explains the application of these technologies in such areas as computer and network security, fraud prevention, law enforcement, and national defense. International case studies throughout the book further illustrate how these technologies can be used to aid in crime prevention.Investigative Data Mining for Security and Criminal Detection will also serve as an indispensable resource for software developers and vendors as they design new products for the law enforcement and intelligence communities.Key Features: * Covers cutting-edge data mining technologies available to use in evidence gathering and collection * Includes numerous case studies, diagrams, and screen captures to illustrate real-world applications of data mining * Easy-to-read format illustrates current and future data mining uses in preventative law enforcement, criminal profiling, counter-terrorist initiatives, and forensic science* Introduces cutting-edge technologies in evidence gathering and collection, using clear non-technical language* Illustrates current and future applications of data mining tools in preventative law enforcement, homeland security, and other areas of crime detection and prevention* Shows how to construct predictive models for detecting criminal activity and for behavioral profiling of perpetrators* Features numerous Web links, vendor resources, case studies, and screen captures illustrating the use of artificial intelligence (AI) technologies

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Investigative Data Mining for Security and Criminal Detection by Jesus Mena in PDF and/or ePUB format, as well as other popular books in Social Sciences & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Copyright Page
  3. Contents
  4. Introduction
  5. Chapter 1. Precrime Data Mining
  6. Chapter 2. Investigative Data Warehousing
  7. Chapter 3. Link Analysis: Visualizing Associations
  8. Chapter 4. Intelligent Agents: Software Detectives
  9. Chapter 5. Text Mining: Clustering Concepts
  10. Chapter 6. Neural Networks: Classifying Patterns
  11. Chapter 7. Machine Learning: Developing Profiles
  12. Chapter 8. NetFraud: A Case Study
  13. Chapter 9. Criminal Patterns: Detection Techniques
  14. Chapter 10. Intrusion Detection: Techniques and Systems
  15. Chapter 11. The Entity Validation System (EVS): A Conceptual Architecture
  16. Chapter 12. Mapping Crime: Clustering Case Work
  17. A: 1,000 Online Sources for the Investigative Data Miner
  18. B: Intrusion Detection Systems (IDS) Products, Services, Freeware, and Projects
  19. C: Intrusion Detection Glossary
  20. D: Investigative Data Mining Products and Services
  21. Index