Studies in Computational Intelligence

Techniques and Applications

By: Christopher C. Yang (Editor), Hsinchun Chen (Editor)

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Hardcover | 23 May 2008

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476 Pages

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23.4 x 15.6 x 3.18

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The IEEE International Conference on Intelligence and Security Informatics (ISI) and Pacific Asia Workshop on Intelligence and Security Informatics (PAISI) conference series (http: //www. isiconference. org) have drawn significant attention in the recent years. Intelligence and Security Informatics is concerned with the study of the dev- opment and use of advanced information technologies and systems for national, int- national, and societal security-related applications. The ISI conference series have brought together academic researchers, law enforcement and intelligence experts, - formation technology consultant and practitioners to discuss their research and pr- tice related to various ISI topics including ISI data management, data and text mining for ISI applications, terrorism informatics, deception and intent detection, terrorist and criminal social network analysis, public health and bio-security, crime analysis, - ber-infrastructure protection, transportation infrastructure security, policy studies and evaluation, information assurance, among others. In this book, we collect the work of the most active researchers in the area. Topics include data and text mining in terr- ism, information sharing, social network analysis, Web-based intelligence monitoring and analysis, crime data analysis, infrastructure protection, deception and intent det- tion and more. Scope and Organization The book is organized in four major areas. The first unit focuses on the terrorism - formatics and data mining. The second unit discusses the intelligence and crime analysis. The third unit covers access control, infrastructure protection, and privacy. The forth unit presents surveillance and emergency response.

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Terrorism Informatics and Data Mining
Assured Information Sharing: Technologies, Challenges and Directions	p. 1
Automating Event Extraction for the Security Domain	p. 17
Knowledge Discovery and Information Visualization for Terrorist Social Networks	p. 45
Understanding the Nexus of Terrorist Web Sites	p. 65
Multi-lingual Detection of Web Terrorist Content	p. 79
Modeling Anticipatory Event Transitions	p. 97
Exploring Gray Web Forums: Analysis and Investigation of Forum-Based Communities in Taiwan	p. 121
Intelligence and Crime Analysis
Identifying Interesting Networks of Criminal Activity	p. 135
Name Matching in Law Enforcement Database	p. 151
Discovering Investigation Clues through Mining Criminal Databases	p. 173
Automated Filtering on Data Streaming for Intelligence Analysis	p. 199
Personal Information Management for Intelligence Tasks	p. 215
A Data Miner's Approach to Country Corruption Analysis	p. 227
Access Control, Infrastructure Protection and Privacy
Protecting Private Information in Online Social Networks	p. 249
Protection of Database Security Via Collaborative Inference Detection	p. 275
Suspect Vehicle Identification for Border Safety	p. 305
Optimization Problems for Port-of-Entry Detection Systems	p. 319
Modeling and Validation of Aviation Security	p. 337
Surveillance and Emergency Response
Anomaly Detection in Moving Object	p. 357
Intelligent Face Recognition	p. 383
Video Analysis of Vehicles and Persons for Surveillance	p. 407
Video-Based Deception Detection	p. 425
Subject Index	p. 443
Author Index	p. 449
Table of Contents provided by Blackwell. All Rights Reserved.

Studies in Computational Intelligence

Techniques and Applications

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