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Publications
2007
M. Barouni-Ebrahimi and Ali A. Ghorbani,
"A novel approach for frequent phrase mining in web search engine query streams",,
Communication Networks and Services Research Conference (CNSR'07), Accepted, Fredericton, Canada, 2007.
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Hamidreza Baghi, M. Barouni-Ebrahimi, Ali A. Ghorbani, and Reza Zafarani,
"ConnectA!: An Intelligent Search Engine based on Authors' Connectivity",
Communication Networks and Services Research Conference (CNSR'07), Accepted, Fredericton, Canada, 2007.
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M. Barouni-Ebrahimi and Ali A. Ghorbani,,
"An Online Frequency Rate Based Algorithm for Mining Frequent Sequences in Evolving Data Streams",
International Conference on Information Technology and Management (ICITM'07), Accepted, Hong Kong, 2007.
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M. Nadjarbashi-Noghani and A. Ghorbani,
"A Taxonomy of Attacks with Applications to Diversity based Intrusion Detection",
Journal of Information Assurance and Security (JIAS), Volume 1, Issue 3, Fall 2006, Dynamic Publishers Inc., USA.
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M. Nadjarbashi-Noghani and A. Ghorbani,
"Design and Implementation of a Behavioral Difference Analyzer for Network Intrusion Detection",
Proceedings of the 4th Annual Conference on Privacy, Security andTrust (PST'06), October 2006, Markham, ON, Canada.
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Ebrahim Bagheri and Ali A. Ghorbani,
"Conceptualizing Critical Infrastructures as Service Oriented Complex Interdependent Systems",
International Conference on Information Technology and Management (ICITM'07), Hong Kong, ACM, 2007.
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2006
Ebrahim Bagheri and Ali A. Ghorbani,
"A Service Oriented Approach to Critical Infrastructure Modeling",
Workshop on Service Oriented Techniques At the Eighth International Conference of E-Commerce (ICEC'06), Fredericton, Canada, 2006.
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Ebrahim Bagheri and Ali A. Ghorbani
"Towards an MDA-Oriented UML Profile for Critical Infrastructure Modeling",
International Conference on Privacy, Security and Trust (PST'06), ACM, Toronto, Canada, 2006.
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Ebrahim Bagheri and Ali A. Ghorbani,
"Behavior Analysis through Reputation Propagation in a Multi-Context Environment",
International Conference on Privacy, Security and Trust (PST'06), ACM, Toronto, Canada, 2006.
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Ebrahim Bagheri and Ali A. Ghorbani,
"Exploiting Trust and Suspicion for Real-time Attack Recognition in Recommender Applications",
Accepted IEEE/WIC/ACM International Conference on Web Intelligence, 2006, Hong Kong
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Harshit Nayyar and Ali. A. Ghorbani,
"Approximate Auto Regressive Modeling for Network Attack Detection",
Accepted for publication in proceedings of the 4th Annual Conference on Privacy, Security and Trust (PST'06), October 2006, Markham, ON, Canada.
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2005
Ming Chen, Ali A. Ghorbani and V. C. Bhavsar,
"Incremental Communication for Adaptive Resonance Theory Networks",
IEEE Transactions on Neural Networks, Vol. 16, No. 1, pp. 132-144, January 2005
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Peyman Kabiri and Ali A. Ghorbani,
"Research on Intrusion Detection and Response: A Survey",
International Journal of Network Security, Vol. 1, No.2, pp. 84-102, September 2005
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Iosif-Viorel Onut, Bin Zhu and Ali A. Ghorbani,
"SVision: A novel Visual Network-anomaly identification technique",
Submitted to Computers & Security, Elsevier, October 2005
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Bin Zhu and Ali A. Ghorbani,
"Alert Correlation for Extracting Attack Strategies",
International Journal of Network Security, October 2005
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Sepideh Miralaei and Ali. A. Ghorbani,
"Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems",
Proc. of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technologies, Sept. 19-22, 2005, Compiegne, France
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Wenpu Xing and Ali. A. Ghorbani,
"Information Domain Modeling for Adaptive Web Systems",
Proc. of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, Sept. 19-22, 2005, Compiegne, France
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Mark Kilfoil and Ali Ghorbani,
"SWAMI: Searching the Web Using Agents with Mobility and Intelligence",
The 18th Conference of the Canadian Society for Computational Studies of the Intelligence (AI 2005), May 9-11, 2005, Victoria, BC, Canada
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Jie Zhang and Ali A. Ghorbani,
"Increasing Stability of Value-Centric Trust Model with Improved Familiarity Measurement",
Proc. of the 8th Workshop on Trust, Privacy, Deception and Fraud In Agent Societies, Utrecht, The Nederlands, 2005 |
S. Hossein Sadat K. M. and Ali A. Ghorbani,
"A Presentation Specification Language for Adaptive Web Systems",
Proc. of the 3rd Annual Conference on Communication Networks &
Services Research (CNSR 2005), pp. 169-175, May 16-18, 2005, Halifax, Canada
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Mark Kilfoil and Ali Ghorbani,
"SWAMI: A Multiagent, Active Representation of a User's Browsing Interests",
Technical Report TR05-171 , Faculty of Computer Science, University of
New Brunswick, Fredericton, January 2005. Submitted to Web Intelligence and Agent Systems
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Mehran Nadjarbashi-Noghani, Jie Zhang, Hossein Sadat and Ali A. Ghorbani,
“PENS: A Personalized Electronic News System”,
the Conference on Communication Networks & Services Research (CNSR'05), pp. 31-38, May 16-18, 2005, Halifax, Canada
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Mark Kilfoil, Wenpu Xing and Ali Ghorbani,
"ARAS: Adaptive Recommender for Academic Scheduling",
Proc. of the 3rd Annual Conference on Communication Networks &
Services Research (CNSR 2005), pp. 307-312, May 16-18, 2005, Halifax, Canada
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2004
Iosif-Viorel Onut, Bin Zhu and Ali A. Ghorbani,
“A novel visualization technique for network anomaly detection”,
Proceedings of the Second Annual Conference on Privacy, Security and Trust (PST'04), October 13-15, 2004 Wu Centre, University of New Brunswick Fredericton, New Brunswick, Canada.
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Jonathan Carter and Ali A. Ghorbani,
"Towards a Formalization of Value-Centric Trust in Agent Societies",
Journal of Web Intelligence and Agent Systems, 2004.
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Jie Zhang and Ali A. Ghorbani,
“Familiarity and Trust: Measuring Familiarity with a Web Site”,
Proceedings of the Second Annual Conference on Privacy, Security and Trust (PST'04), October 13-15, 2004 Wu Centre, University of New Brunswick Fredericton, New Brunswick, Canada.
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Hossein Sadat and Ali A. Ghorbani,
"On the evaluation of adaptive web systems",
to appear in WSS04, The Second International Workshop on Web-based Support Systems in conjunction with AI 2004 (Beijing, China), September 2004.
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John Lei and Ali Ghorbani,
"The Reconstruction of the Interleaved Sessions from a Server Log",
Proceedings of the Seventeenth Conference of the Canadian Society for Computational Studies of the Intelligence, Canadian AI 2004, Canada. pages 133-145. 2004.
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Hossein Sadat and Ali A. Ghorbani,
“Automated Web Page Synthesis in Adaptive Web Systems”,
Business Agents and the Semantic Web Workshop (BASeWEB'04), May 2004, London, ON, Canada.
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Wenpu Xin and Ali Ghorbani,
“Weighted PageRank Algorithm”,
Proc. of the 2rd Annual Conference on Communication Networks & Services Research (CNSR 2004), pp. 305-314, May 19-21, 2004 Fredericton, Canada.
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John Zhong Lei and Ali Ghorbani,
“Network Intrusion Detection Using an Improved Competitive Learning Neural Network”,
Proc. of the 2rd Annual Conference on Communication Networks & Services Research (CNSR 2004), pp. 190-197, May 19-21, 2004 Fredericton, Canada.
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John Lei and Ali A. Ghorbani,
"ICLN: A Fast Clustering Algorithm",
MITACS 5th Annual Conference (poster), June 9-12, 2004, Halifax, Canada.
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Mehran Nadjarbashi-Noghani and Ali Ghorbani,
“Improving The Referrer-Based Web Log Session Reconstruction”,
Proc. of the 2rd Annual Conference on Communication Networks & Services Research (CNSR 2004), pp. 286-292, May 19-21, 2003 Fredericton, Canada.
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Jie Zhang and Ali Ghorbani,
“The Reconstruction of User Sessions from a Server Log Using Improved Time-oriented Heuristics”,
Proc. of the 2rd Annual Conference on Communication Networks & Services Research (CNSR 2004), pp. 315-322, May 19-21, 2004 Fredericton, Canada.
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Iosif-Viorel Onut and Ali A. Ghorbani,
“Classifying Cognitive States from fMRI Data using Neural Networks",
Proc. of IEEE/IJCNN International Joint Conference on Neural Networks (IJCNN 2004), July 26-29, 2004, Budapest, Hungary.
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2003
J. Carter and A. A. Ghorbani,
"Value Centric Trust in Multi-Agent Systems",
Proc. of IEEE/WIC International Conference on Web Intelligence (WI 2003), October 13-17, 2003, Halifax, Nova Scotia, Canada.
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J. France and A. A. Ghorbani,
"A Multi-Agent System for Optimizing Urban Traffic",
Proc. of IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), October 13-17, Halifax, Nova Scotia, Canada.
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Mark Kilfoil and Ali A. Ghorbani,
"SWAMI: Searching the Web using Agents having Mobility and Intelligence",
Proc. of 2003 IEEE/WIC International Conference on Web Intelligence/Intelligent Agent Technology, October 13-16, Halifax, Nova Scotia, Canada.
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Hong (Sabrina) Tang and Ali A. Ghorbani,
"Accent Classification Using Support Vector Machine and Hidden Markov Model",
Proc. of the Sixteenth Canadian Conference on Artificial Intelligence (AI 2003), pp. 629-631. Springer, May 11-13, 2003 Halifax, Canada.
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Yu Guan, Ali A. Ghorbani and Nabil Belacel,
"An Unsupervised Clustering Algorithm for Intrusion Detection",
Proc. of the Sixteenth Canadian Conference on Artificial Intelligence (AI 2003), pp. 616-617. Springer, May 11-13, 2003 Halifax, Canada.
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M. Kilfoil, A. Ghorbani, W. Xing, Z. Lei, J. Lu, J. Zhang and X. Xu ,
"Toward an Adaptive Web: The State of the Art and Science",
Proc. of the 1st Annual Conference on Communication Networks & Services Research (CNSR 2003), pp. 119-130, May 15-16, 2003 Moncton, Canada.
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Elijah Bitting and Ali A. Ghorbani,
"Detecting and Preventing Defamation in Mulitagent Systems",
Proc. of the 1st Annual Conference on Communication Networks & Services Research (CNSR 2003), pp. 101-107, May 15-16, 2003 Moncton, Canada.
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Elijah Bitting, Jonathan Carter and Ali A. Ghorbani,
"Multiagent System Development Kits: An Evaluation",
Proc. of the 1st Annual Conference on Communication Networks & Services Research (CNSR 2003), pp. 80-92, May 15-16, 2003 Moncton, Canada.
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Yu Guan, Nabil Belacel and Ali A. Ghorbani,
"Y-means: a clustering method for Intrusion detection",
Canadian Conference on Electrical and Computer Engineering (CCECE-2003), May 4-7, 2003 Montreal, Canada.
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Jonathan Carter and Ali A. Ghorbani,
"Towards a Formalization of Trust",
Technical Report TR03-158, Faculty of Computer Science, University of new Brunswick, Fredericton, NB, E3B 5A3, Canada.
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2002
Nabil Belacel and Ali A. Ghorbani,
"A Multiagent-based e-Hospital (poster)",
CST 2002 e-HealthCare, October 3-5, 2002, Vancouver, BC, Canada.
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Jonathan Carter and Ali A. Ghorbani,
"Architectural Components of Information Sharing Societies",
Computational Intelligence, 2(5):162--181, 2002.
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Jonathan Carter, Elijah Bitting, and Ali A. Ghorbani,
"Reputation Formalization within Information Sharing Multiagent Architectures",
Computational Intelligence, 2(5):45--64, 2002.
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Jonathan Carter, Ali. A. Ghorbani and Stephen Marsh,
"Just-In-Time Information Sharing Architectures in Multiagent Systems",
Proc. of the First International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2002), pages 647-654, Palazzo Re Enzo, Bologna, Italy, July 15-19, 2002.
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Virendra C. Bhavsar, Ali. A. Ghorbani and Stephen Marsh,
"A Performance Evaluation of the ACORN Architectures" ,
High Performace Computing Systems and Applications, Nikitas J. Dimopoulos and Kin F. Li (Editors), Kluwer Academic Publishers, 2002, (Proc. of the 14th Annual International Symposium on High Performance Computing Systems and Applications (HPCS'2000), Victoria, British Columbia, Canada, June 14-16, 2000).
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2001
Stephen Marsh, Ali. A. Ghorbani and Virendra C. Bhavsar,
"The ACORN Multi-Agent System",
Web Intelligence and Agent Systems: An International Journal (to appear), IOS Press, Amsterdam, Netherlands.
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Farzan and Ali. A. Ghorbani,
"The Bottom-Up Freezing: An Approach to Neural Engineering",
In E. Stroulia and S. Matwin (editors), Advances in Artificial Intelligence, pages 152-161. Springer, 2001.
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Ali A. Ghorbani and Kiarash Owrangh,
"Stacked Generalization in Neural Networks: Generalization on Statically Neutral Problems",
Proc. of the IEEE/INNS International Joint conference on Neural Networks (IJCNN'2001), pp. 1715-1720, Washington D.C., USA, July 15-19, 2001.
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Ming Chen, Ali A. Ghorbani, and Virendra C. Bhavsar,
"Adaptive Resonance Theory Networks Using Incremental Communication",
Proc. of the IEEE/INNS International Joint conference on Neural Networks (IJCNN'2001), pp. 2774-2778, Washington D.C., USA, July 15-19, 2001.
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Jonathan Carter, Ali. A. Ghorbani, and Bruce Spencer,
"Agent Design Considerations within Distributed Information Retrieval Systems",
Proc. of Novel E-Commerce Applications of Agents' workshop (in conjunction with the 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence - AI'2001), pp. 23-28, Ottawa, Canada, June 7-9, 2001.
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2000
V. C. Bhavsar, Ali A. Ghorbani, and L. Goldfarb,
"Artificial Neural Networks Are Not Learning Machines",
1998, (to appear in special issue of Pattern Recognition). Also in the Proc. of Canadian Conference on Electrical and Computer Engineering, pp. 712-716, Halifax, Nova Scotia, Canada, May 7-10, 2000.
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Hui Yu, Ali. A. Ghorbani, Virendra C. Bhavsar and Stephen Marsh,
"Keyphrase-Based Information Sharing in the ACORN Multi-Agent Architecture"
Horlait, Eric (Ed.): Proceedings of MATA 2000, Mobile Agents for Telecommunication Applications, Springer LNCS 1931, pp. 245-258, Springer-Verlag, Berlin, September 2000.
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