IEEE Intelligent Systems
Link mining: a new data mining challenge
ACM SIGKDD Explorations Newsletter
Graph-based technologies for intelligence analysis
Communications of the ACM - Homeland security
Understanding Terror Networks
Criminal network analysis and visualization
Communications of the ACM - 3d hard copy
Link mining applications: progress and challenges
ACM SIGKDD Explorations Newsletter
Practical Approaches for Analysis, Visualization and Destabilizing Terrorist Networks
ARES '06 Proceedings of the First International Conference on Availability, Reliability and Security
Detecting Critical Regions in Covert Networks: A Case Study of 9/11 Terrorists Network
ARES '07 Proceedings of the The Second International Conference on Availability, Reliability and Security
Harvesting Terrorists Information from Web
IV '07 Proceedings of the 11th International Conference Information Visualization
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
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In this paper, we present algorithms for subgroup detection and demonstrated them with a real-time case study of USS Cole bombing terrorist network. The algorithms are demonstrated in an application by a prototype system. The system finds associations between terrorist and terrorist organisations and is capable of determining links between terrorism plots occurred in the past, their affiliation with terrorist camps, travel record, funds transfer, etc. The findings are represented by a network in the form of an Attributed Relational Graph (ARG). Paths from a node to any other node in the network indicate the relationships between individuals and organisations. The system also provides assistance to law enforcement agencies, indicating when the capture of a specific terrorist will more likely destabilise the terrorist network. In this paper, we discuss the important application area related to subgroups in a terrorist cell using filtering of graph algorithms. The novelty of the algorithms can be easily found from the results they produce.