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
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