Covert Network Analysis for Key Player Detection and Event Prediction Using a Hybrid Classifier
Joint Authors
Butt, Wasi Haider
Akram, M. Usman
Khan, Shoab A.
Javed, Muhammad Younus
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-07-17
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
National security has gained vital importance due to increasing number of suspicious and terrorist events across the globe.
Use of different subfields of information technology has also gained muchattraction of researchers and practitioners to design systems which can detect main members which are actually responsible for such kind of events.
In this paper, we present a novel method to predict key players from a covert network by applying a hybrid framework.
The proposed system calculates certain centrality measures for each node in the network and then applies novel hybrid classifier for detection of key players.
Our system also applies anomaly detection to predict any terrorist activity in order to help law enforcement agencies to destabilize the involved network.
As a proof of concept, the proposed framework has been implemented and tested using different case studies including two publicly available datasets and one local network.
American Psychological Association (APA)
Butt, Wasi Haider& Akram, M. Usman& Khan, Shoab A.& Javed, Muhammad Younus. 2014. Covert Network Analysis for Key Player Detection and Event Prediction Using a Hybrid Classifier. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-1050340
Modern Language Association (MLA)
Butt, Wasi Haider…[et al.]. Covert Network Analysis for Key Player Detection and Event Prediction Using a Hybrid Classifier. The Scientific World Journal No. 2014 (2014), pp.1-13.
https://search.emarefa.net/detail/BIM-1050340
American Medical Association (AMA)
Butt, Wasi Haider& Akram, M. Usman& Khan, Shoab A.& Javed, Muhammad Younus. Covert Network Analysis for Key Player Detection and Event Prediction Using a Hybrid Classifier. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-1050340
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1050340