Publications

2009

• Hunwoo Park, Shinbong Kang, Sanguk Noh, and Unseob Jeong, Threat Unification using Multi-Sensor Simulator of Battlefield Helicopter and Its Implementation, Journal of Korean Society for Internet Information, Vol. 10, No. 3, pp 35-49, June 2009.

• Shinbong Kang, Hunwoo Park, Sanguk Noh, So Ryoung Park, Kyoungsoo Kim, Sichan Lyu, and Sookgyeong Kim, Autonomously Deciding Countermeasures against Threats in Electronic Warfare Settings, In Proceedings of the 3rd International Conference on Complex, Intelligent and Software Intensive Systems, pages 177-184, Fukuoka, Japan, March 2009.

2008

• Sanguk Noh, Gihyun Jung, Kyunghee Choi, and Cheolho Lee, Compiling network traffic into rules using soft computing methods for the detection of flooding attacks, Journal of Applied Soft Computing, Vol. 8, issue 3, pp. 1200-1210, Elsevier, June 2008.

• Yongwoong Jeong, Sanguk Noh, Eunkyoung Go, Unseob Jeong, Inductive Classification of Multi-Spectral Threat Data for Autonomous Situation Awareness, Journal of KIISE: Software and Applications, Vol. 35, No. 3, pages 189-196, March 2008.

2007

• Sanguk Noh, Gihyun Jung, Eunkyoung Go, Unseob Jeong, Compiling Threats into Inductive Rules for Autonomous Situation Awareness, In Proceedings of the 2007 IEEE International Conference on Systems, Man and Cybernetics, pages 437-442, October 2007.

• Sanguk Noh, Autonomous Situation Awareness Through Threat Data Integration, In Proceedings of the 2007 IEEE International Conference on Information Reuse and Integration, pages 550-555, August 2007.

• Sanguk Noh, A Computational Model of Trust and Its Applications in Internet Transactions, Journal of Korean Society for Internet Information, Vol. 8, No. 4, pp 137-147, August 2007.

• Sanguk Noh, Calculating Trust Using Aggregation Rules in Social Networks, Lecture Notes in Computer Science 4610, pp 361 – 371, July 2007.

2006

• Sanguk Noh, Gihyun Jung, Kyunghee Choi, and Cheolho Lee, Compiling network traffic into rules using soft computing methods for the detection of flooding attacks, Accepted for publication, Journal of Applied Soft Computing, Elsevier, 2006.

• Sanguk Noh, The Measurable Belief of Trust in Social Networks, In the Workshop on Semantic Desktop and Social Semantic Collaboration, Athens, Georgia, November 2006.

• Haesung Seo, Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung, An Automated Topic Specific Web Crawler Calculating Degree of Relevance, Journal of Korean Society for Internet Information, Vol. 7, No. 3, pp 155-168, June 2006.

2005

• Sanguk Noh and Piotr Gmytrasiewicz, Flexible Multi-Agent Decision-Making Under Time Pressure, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 35, no. 5, pp. 697-707, September 2005.

• Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung, Autonomous and Dependable Recovery Scheme in UPnP Network Settings, Lecture Notes in Computer Science 3578, pages 501-506, Springer, July 2005.

• Y. Choi, S. Noh, K. Choi, G. Jung, Autonomous Recovery Scheme Using Teamwork in UPnP Settings, In Proceedings of the 23rd KIPS Spring Conference, pp. 1549-1552, KIPS, Seoul, May 2005.

• H. Seo, K. Choi, G. Jung, S. Noh, Automatic Web Page Classification Using Information Gain, In Proceedings of the 1st Joint Symposium for Computational Intelligence, pp. 99-100, IEEE Computational Intelligence Society Korea Chapter, Jeju, February 2005.

2004

• Sanguk Noh, Implementing Purchasing Assistant Using Personal Profile, In Proceedings of the International Conference Applied Computing, pages 105-112, Lisbon, Portugal, March 2004.

• Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, and Gihyun Jung, An Intelligent Topic-Specific Crawler Using Degree of Relevance, Lecture Notes in Computer Science 3177, pages 491-498, Springer, August 2004.

• Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, and Gihyun Jung, Detecting Worm Propagation Using Traffic Concentration Analysis  and Inductive Learning, Lecture Notes in Computer Science 3177,  pages 402-408, Springer, August 2004.

• Sanguk Noh, Flexible Decision-Making for Autonomous Agents Through Computation of Urgency in Time-Critical Domains, Journal of KISS: Software and Applications, Vol. 31, No. 9, pages 1196-1203, September 2004.

• Jaehyuk Choi, Haesung Seo, Sanguk Noh, Kyunghee Choi, and Gihyun Jung, Web Page Classification System based upon Ontology, The KIPS Transactions: Part B, Vol. 11-B, No. 6, pages 723-734, October 2004.

• J. Woo, S. Kang, B. Choi, and S. Noh, Implementing a Fault-Tolerant Agent Optimizing System Loads in Real-Time Environments, In Proceedings of the 22^th KIPS Fall Conference, Volume 11, No. 2, pages 1939-1942, Daegu, November 2004.

2003

• Paul Benninghoff and Sanguk Noh, Scaling Up Information Updates in Distributed Condition Monitoring, In Proceedings of the 5^th International Conference on Enterprise Information Systems, Volume 2, pages 132-139, Angers, France, April 2003. (Acceptance rate 15%)

• Sanguk Noh, Cheolho Lee, Kyunghee Choi, and Gihyun Jung, Detecting Distributed Denial of Service (DDoS) Attacks Through Inductive Learning, In Lecture Notes in Computer Science 2690, pages 286-295, Springer, 2003. (Acceptance rate 29%)

• Cheolho Lee, Sanguk Noh, Kyunghee Choi, and Gihyun Jung, Characterizing DDoS Attacks with Traffic Rate Analysis, In Proceedings of the International Conference e-Society, Vol. 1, pages 81-88, Lisbon, Portugal, June 2003.

• Cheolho Lee, Kyunghee Choi, Gihyun Jung, and Sanguk Noh, An Analysis of Network Traffic on DDoS Attacks against Web Servers, The KIPS Transactions: Part C, Vol. 10-C, No. 3, pages 253-264, June 2003.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Robust Multiagent Decision-Making in Time-Critical Environments, In online Proceedings of the SSGRR, L'Aquila, Italy, July 2003.

• Sanguk Noh, Cheolho Lee, Gihyun Jung, and Kyunghee Choi, Using Inductive Learning for the Detection of Distributed Denial-of-Service Attacks, In online Proceedings of the SSGRR, L'Aquila, Italy, July 2003.

• Sanguk Noh, Haesung Seo, Jaehyuk Choi, Kyunghee Choi, and Gihyun Jung, Classifying Web Pages Using Adaptive Ontology, In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pages 2144-2149, Washington, D.C., October 2003.

• Jongwook Moon, Junku Park, Gihyun Jung, Panan Choi, Youngu Kang, Kyunghee Choi, and Sanguk Noh, Accelerating Firewall Through Intelligent Self-Learning, In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pages 3524-3529, Washington, D.C., October 2003.

• Jungu Kang, Byungho Lee, and Sanguk Noh, Flexible Decision-Making for Autonomous Agents Through the Computation of Urgency, In Proceedings of the 30th KISS Fall Conference, Volume 1, pages 40-42, Seoul, October 2003.

• Beomsoo Cho, Jaewon Kim, and Sanguk Noh, Intelligent Recommendation Agent Based on Ontology, In Proceedings of the 30th KISS Fall Conference, Volume 1, pages 106-108, Seoul, October 2003.

• Sanguk Noh, Practical and Flexible Decision-Making Using Compilation in Time-Critical Environments, Journal of KISS: Software and Applications, Vol. 30, No. 12, pages 1220-1227, December 2003.

2002

• Piotr J. Gmytrasiewicz and Sanguk Noh, Implementing a Decision-Theoretic Approach to Game Theory for Socially Competent Agents, Game Theory and Decision Theory in Agent-Based Systems, pages 97-118, Kluwer Academic Publishers, 2002.

2001

• Sanguk Noh and Piotr J. Gmytrasiewicz, Identifying the Scope of Modeling for Time-Critical Multiagent Decision-Making, In Proceedings of the 17th International Joint Conference on Artificial Intelligence, pages 1043-1048, Seattlle, Washington, August 2001. (Acceptance rate 24%)

• Sanguk Noh and Piotr J. Gmytrasiewicz, Identifying the Scope of Modeling in Multi-Agent Settings, In poster presentation at the Fifth International Conference on Autonomous Agents, Montreal, Canada, May 2001.

• Paul Benninghoff and Sanguk Noh, Improving Robustness of Distributed Condition Monitoring by Exploiting the Semantics of Information Change, In Working Notes of AAAI Spring Symposium on Robust Autonomy, pages 17-23, Stanford, California, March 2001.

2000

• Sanguk Noh and Piotr J. Gmytrasiewicz, Flexible Decision Making in Real-Time Multi-Agent Settings, In Working Notes of AAAI Spring Symposium, pages 66-75, Stanford, California, March 2000.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Uncertain Knowledge Representation and Communicative Behavior in Coordinated Defense, In the LNAI 1916, Issues in Agent Communication, pages 281-300, Springer, 2000.

1999

• Sanguk Noh and Piotr J. Gmytrasiewicz, Towards Flexible Multi-Agent Decision-Making Under Time Pressure, In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, pages 492-498, Stockholm, Sweden, August 1999. (Acceptance rate 26%)

• Sanguk Noh and Piotr J. Gmytrasiewicz, Demonstration of Rational Communicative Behavior in Coordinated Defense, In Proceedings of the Sixteenth National Conference on Artificial Intelligence, pages 920-921, Orlando, Florida, July 1999.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Implementation and Evaluation of Rational Communicative Behavior in Coordinated Defense, In Proceedings of the Third International Conference on Autonomous Agents, pages 123-130, Seattle, Washington, May 1999. (Acceptance rate 29%)

1998

• Sanguk Noh and Piotr J. Gmytrasiewicz, Rational Communicative Behavior in Anti-Air Defense, In Proceedings of the Third International Conference on Multi-Agent Systems, pages 214-221, Paris, France, July 1998. (Acceptance rate 23%)

• Piotr J. Gmytrasiewicz, Sanguk Noh, and Tad Kellog, Bayesian Update of Recursive Agent Models, An International Journal of User Modeling and User-Adapted Interaction, Volume 8, Issue 1/2, pages 49-69, Kluwer Academic Publishers, 1998.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Coordination and Belief Update in a Distributed Anti-Air Environment, In Proceedings of the 31st Hawaii International Conference on System Sciences, Vol. V, pages 142-151, Hawaii, January 1998. (This paper was nominated for best paper of the Modeling Technologies and Intelligent Systems Track.)

1997

• Sanguk Noh and Piotr J. Gmytrasiewicz, Bayesian Belief Update in Antiair Defense, In the Workshop on Machine Learning for User Modeling of the Sixth International Conference on User Modeling, Italy, June 1997.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Agent Modeling in Antiair Defense, In Jameson, A., Paris, C., and Tasso, C., Eds. Proceedings of the Sixth International Conference on User Modeling, pages 389-400, Italy, June 1997.

• Sanguk Noh and Piotr J. Gmytrasiewicz, Multiagent Coordination in Antiair Defense: A Case Study, In Boman, M., and Velde, W., Eds. Multi-Agent Rationality - Eighth European Workshop on Modeling Autonomous Agents in a Multi-Agent World, MAAMAW'97, Lecture Notes in Artificial Intelligence #1237, pages 4-16, New York: Springer, May 1997. (Acceptance rate 29%)