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Oleg Vladislavovich Karsaev

| Personal | Interests | Activities | Projects | Publications | 

Personal
Citizenship: Russia
Born: September, 20, 1959, Samara
Address academic (office):
St.Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences
39, 14th Liniya, St.-Petersburg, 199178, Russia
Tel: +7-(812)-323-35-70
Fax: +7-(812)-328-44-50
E-mail: ok@mail.iias.spb.su
Homepage: http://space.iias.spb.su/ai/karsaev/

Oleg Vladislavovich Karsaev, Ph.D, Senior Researcher of Intelligent Systems Laboratory of the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Science, graduated from the Military Academy of Space Engineering in St. Petersburg (1981), obtained his Ph.D. degree in 1986 in the area of "Knowledge Discovery from Data Base". Main publications are related to the areas of Multi Agent Systems, Artificial Intelligence, Data Mining, Data Fusion, Planning and Scheduling, Information Security.

Research interests

 Technology of Multi-Agent Systems' Development and Development of Applied Multi-agent Systems, Dynamic Planning and Scheduling, Business Activity Monitoring, Data Fusion, Machine Learning, Knowledge Discovery and Data Mining, Computer Network Security.

Professional activities
  • PC member of the AIS-ADM-05 workshop

Recent and current projects
  1. O.Karsaev. (Principal Investigator) "Advanced Computer Technologies Supporting Dynamic Planning and Execution" (Partner Project # 1992P from ISTC and EOARD), 2000-2003.
  2. O.Karsaev. (Project Manager) "Formal Methods for Information Protection Technology", (Partner Project # 1994P from ISTC and EOARD), 2000-2003.
  3. O.Karsaev (Principal Investigator) "Multi-agent Technology and its Application to Infotelecommunications" Program of the Russian Academy of Sciences, Department of Information Technologies and Computer Systems "New Physical Principles and architectural Solutions in Infortelecommunictions" Project 4.3., 2004
  4. O.Karsaev (Principal Investigator) MIND: Machine Learning for Intrusion Detection. Project from Fraunchofet-Gesellschaft zup Forderung der angewandten Forschung e.V. Partner: Institute Fraunhofer FIRST" Berlin (2004-2006).

Publications

 2005
  1. V.Gorodetsky, O.Karsaeyv and V.Samoilov. On-Line Update of Situation Assessment: A Generic Approach. International Journal of Knowledge-Based & Intelligent Engineering Systems, vol. 9(4), November 2005, pp. 361-365.
  2. V.Gorodetsky, O.Karsaeyv and V.Samoilov. Multi-agent and Data Mining Technologies for Situation Assessment in Security-related Applications. B.Dunin-Keplicz, A. Jankovski, A.Skowron, M.Szczuka (Eds.), "Monitoring, Security, and Rescue Techniques in Multi-agent Systems", Series of books "Advances in Soft Computing", Springer, 2005, pp. 411-422.
  3. V.Gorodetsky, O.Karsaeyv, V.Samoilov, and A.Ulanov. Asynchronous Alert Correlation in Multi-Agent Intrusion Detection Systems. In V.Gorodetsky, I.Kotenko, V.Skormin (Eds.) "Computer Network Security", Lecture Notes in Computer Science, vol. 3685, 2005, pp. 366-379.
  4. V.Gorodetsky, O.Karsaeyv. Direct Mining of Rules from Data with Missing Values. In book T.Y.Lin, S.Ohsuga, C.J. Liau, X.T.Hu, S.Tsumoto (Eds.). "Foundation of Data Mining and Knowledge Discovery", Studies in Computational Intelligence, vol. 6, Springer, 2005, pp. 233-264.

2004
  1. V.Gorodetsky, O.Karsaev, I.Kotenko, and V.Samoilov. Multi-Agent Information Fusion: Methodology, Architecture and Software Tool for Learning of Object and Situation Assessment. Proceedings of the 7-th International Conference "Fusion-04", Stockholm, Sweden, June 28-July 2, 2004, pp. 346-353.
  2. V.Gorodetsky, O.Karsaev, and V.Samoilov. On-Line Update of Situation Assessment Based on Asynchronous Data Streams. Proceeding of the KES2004: Proceedings of the 8th International Conference on Knowledge-Based Intelligent Information & Engineering Systems, Lecture Notes in Artificial Intelligence, vol. 3213, Springer Verlag, 2004, pp.1136-1142 (Received The Best Paper Award)
  3. V.Gorodetsky, O.Karsaev and V.Samoilov. Multi-agent Data Mining for Situation Assessment in Security-related Applications. Proceedings of the International Workshop "Monitoring, Security, and Rescue Tasks in Multi-Agent Systems 2004" (MSRAS 2004), June 7-9, 2004, Plock, Poland, pp.61-67.
  4. V.Gorodetsky, O.Karsaev and V.Samoilov. Direct Mining of Rules from Data with Missing Values. Accepted for publication in the book "Foundation of Data Mining", 2004, Springer Verlag.
  5. V.Gorodetsky, O.Karsaev, and V.Samoilov. Multi-agent Data and Information Fusion: Architecture, Methodology, Technology and Software Tool. Accepted for publication in the book "Data Fusion for Situation Monitoring, Incident Detection, Alert and Response Monitoring" E.Shakhbasyn and P.Vallin (Editors). To be published in Kluwer Academic Publishers
  6. V.Gorodetsky, O.Karsaev and V.Samoilov. Multi-agent System for situation Assessment based of Asynchronous Data Streams of Heterogeneous data. International Conference "Artificial Intelligence Systems", Divnomorskoe, Russia, September 3-9, 2004. Moscow, Physmatgis, pp.294-300 (in Russian)
  7. V.Gorodetski, O.Karsaev, V.Samoilov, V.Konushy, E.Mankov, and A.Malyshev. Multi Agent System Development Kit: MAS software tool implementing GAIA Methodology. (Eds. Z.Shi and Q.He) Proceedings of the International Conference on Intelligent Information Processing (IIP2004), 2004, Beijing, Springer, pp.69-78.
  8. V.Gorodetski, O.Karsaev, V.Samoilov, V.Konushy, E.Mankov, and A.Malyshev. MASDK: Software Tool for Support of Applied Multi-agent Systems Development. Proceedings of Ninth National Workshop on Artificial Intelligence, Moscow, Fizmatlit, 2004, 591- 599 (In Russian)
  9. V.Gorodetsky, O.Karsaev and V.Samoilov. Direct Mining of Rules from Data with Missing Values. Accepted for publication in the book "Foundation of Data Mining", 2004, Springer Verlag.
  10. Vladimir Gorodetski, Oleg Karsaev, Vladimir Samoilov, Victor Konushy, Evgeny Mankov and Alexey Malyshev. Multi-Agent System Development Kit. Accepted for publication in the book, R.Unland, M.Klusch, M.Calisti (Editors). To be published in Whitestein Publishers in 2005.

2003
  1. V.Gorodetsky, O.Karsaeyv, and V.Samoilov. Multi-agent technology of data fusion. Transactions of SPIIRAN, #1, 2003 (in Russian).
  2. V.Gorodetsky, O.Karsaeyv, V.Konushy, A.Khabalov and V.Samoilov. Technological environment for multi-agent systems design, implementation and deployment. Information Ttechnologies and Computer Ssystems, # 1-2, 26-41, 2003 (in Russian).
  3. V.Gorodetsky, O.Karsaeyv. Multi-agent technology and its applications to control and simulation. Proceedings of 5 International Conference "Large-scale Systems: Problems of Control and Simulation". V.P.Miasnikov, N.A.Kuznetsov and V.A.Vittikh (Editors), Samara, 2003, pp. 271-283 (in Russian).
  4. V.Gorodetsky, O.Karsaeyv, and V.Samoilov. Distributed Learning of Information Fusion: A Multi-agent Approach. Proceedings of the International Conference "Fusion 03", Cairns, Australia, July 2003.
  5. V.Gorodetsky, O.Karsaeyv, and V.Samoilov. Multi-agent Technology for Distributed Data Mining and Classification. Proceedings of the IEEE Conference Intelligent Agent Technology (IAT03), Halifax, Canada, October 2003.
  6. V.Gorodetsky, O.Karsaeyv, and V.Samoilov. Software Tool for Agent-Based Distributed Data Mining. Proceedings of the IEEE Conference Knowledge Intensive Multi-agent Systems (KIMAS 03), Boston, USA, October 2003.
  7. V.Gorodetsky, O.Karsaeyv, and V.Samoilov. Multi-agent Data and Information Fusion: Architecture, Methodology, Technology and Software Tool. Accepted for publication in the book "Data Fusion for Situation Monitoring, Incident Detection, Alert and Response Monitoring" E.Shakhbasyn and P.Vallin (Editors). To be published in Kluwer Academic Publishers.
  8. V.Gorodetsky, I.Kotenko, and O.Karsaev. Multi-agent Technologies for Computer Network Security: Attack Simulation, Intrusion Detection and Intrusion Detection Learning. International Journal of Computer Systems Science and Engineering. vol.18, No.4, July 2003, pp.191-200.
  9. V.Gorodetski, O.Karsaev, V.Konushy. Multi Agent System for Resource Allocation and Scheduling. Proceedings of the Third International/Central and Eastern European Conference on Multi-Agent Systems (CEEMAS 2003). V.Marik, J.Muller, M.Pechoucek (Editors). Lecture Notes in Artificial Intelligence, Springer-Verlag, vol.2691, pp.236-246.
  10. V.Gorodetsky, O.Karsaev, I.Kotenko, V.Samoilov, M.Stepashkin. Multi-agent system of intrusion detection learning. Proceedings of III Inter-regional Conference "Information Security of Russia Regions", vol.1. St. Petersburg, November 25-27, 2003. p.118 (in Russian).

2002
  1. V.Gorodetski, O.Karsaev, I.Kotenko, A.Khabalov. Software Development Kit for Multi-agent Systems Design and Implementation.In B.Dunin-Keplicz, E.Navareski (Eds.), From Theory to Practice in Multi-agent Systems. Lecture Notes in Artificial Intelligence, Vol. # 2296, pp.121-130, 2002.
  2. V.Gorodetski, O.Karsaev, V.Samoilov. Data Fusion and Semantic Web: Meta-Models of Distributed Data and Decision Fusion. Proceedings of the International Workshop Semantic Web Mining. Organized within 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'02), Helsinki, August 19-23, 2002. Abstract.
  3. V.Gorodetski, O.Karsayev and V.Samoilov. Multi-agent Data Fusion Systems: Design and Implementation Issues. Proceedings of the 10th International Conference on Telecommunication Systems - Modeling and Analysis, Monterey, CA, October 3-6, vol.2, pp.762-774, 2002.
  4. V.Gorodetski, O.Karsayev, V.Samoilov. Multi-agent Data Fusion System: Learning Technology and Architecture. Proceedings of the Conference "Artificial Intelligence Systems", Moscow, Physmathgis, pp. 244-249, 2002.
  5. V.Gorodetski, O.Karsayev, V.Samoilov. Learning and Combining Decisions in a Data Fusion Task. Proceedings of the 8-th Russian Conference on Artificial Intelligence, Kolomna, Russia, October 7-11, vol. 1, pp. 102-111, 2002. (in Russian)
  6. V.Gorodetski, O.Karsayev. Mining of Data with Missed Values: A Lattice-based Approach. Workshop on the Foundation of Data Mining and Discovery in the 2002 IEEE International Conference on Data Mining, Maebashi TERRSA, Maebashi City, Japan December 9 - 12, 2002, pp.151-156
  7. I.Kotenko, O.Karsayev, V.Samoilov. Ontology of learning for Intrusion Detection in Computer Networks. Proceedings of the International Conference on Soft Computing and Measurements (SMC'2002). Vol.1, St. Petersburg, pp.255-258, 2002. (in Russian)
  8. V.Gorodetski, O.Karsayev, V.Samoilov. Generic Agent and Software Agent Technology Support. In Proceedings of the conference "China-Russia Bilateral Conference on Intelligent Information Processing", December 5-8, 2002, Beijing, China, pp. 1-10.
  9. V.Gorodetski, O.Karsayev, V.Samoilov. Distributed Data Mining for Data Fusion: Multi-agent Approach. In Proceedings of the conference "China-Russia Bilateral Conference on Intelligent Information Processing", December 5-8, 2002, Beijing, China, pp.63-72.

2001
  1. V.Gorodetski, O.Karsaev, A.Khabalov, I.Kotenko, L.Popyack, V.Skormin. Agent-based model of Computer Network Security System: A Case Study. Proceedings of the International Workshop "Mathematical Methods, Models and Architectures for Computer Network Security. Lecture Notes in Computer Science, vol. 2052, Springer Verlag, 2001, pp.39-50.
  2. V.Gorodetski, O.Karsaev, I.Kotenko. Software Prototype of an Agent-based Network Security System. Proceedings of the International Congress "Artificial Intelligence in XX1 Century" (ICAI 2001), Russia, 2001, Physmatgis Publishers, Moscow, Russia, pp. 280-283, 2001 (in Russian).
  3. V.Gorodetski, O.Karsaev, I.Kotenko, A.Khabalov. MAS DK: Software Tool for Multi-agent Systems Design and Examples of Applications. Proceedings of the International Congress "Artificial Intelligence in XX1 Century" (ICAI 2001), Russia, September 3-8, 2001, Physmatgis Publishers, Moscow, Russia, pp. 249-262, 2001 (in Russian).
  4. O.Karsaev, I.Kotenko,V.Gorodetski. Multi-agent system for detection of intrusions into corporate computer networks. Proceedings of the II-d Interregional conference on Information security of Regions of Russia, (IBBR-01), St. Petersburg, Russia, November 26-28 2001, p.56 (in Russian).
  5. V.Gorodetski, O.Karsaev. Multi-agent planning and scheduling system: development of distributed knowledge base. Transactions of TRTU, #45, 2001, pp. 25-38 (in Russian).
  6. I.Kotenko, O.Karsaev. Multi-agent systems technology for integrated assurance of information resources in computer networks. Transactions of TRTU, #45, 2001, стр.38-50 (in Russian).

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