Andrey V. Gavrilov

Professor
Department of Computer Engineering

Email:mailto:avg@oslab.khu.ac.kr

Degrees
(1974)Diploma of systems engineer. Novosibirsk Institute of Electrical Engineering, Department of Automatizid Systems Engineering
(1979)Ph.D. Novosibirsk State Technical University, Department of Computer Engineering

Activities
Andrey V.Gavrilov joined the Department of Computer Engineering, Kyung Hee University in 2005, after working for many years in the Novosibirsk State Technical University (Novosibirsk, Russia) and as a director of SME "Insycom Ltd., Intelligent Systems Company" in Novosibirsk, Russia. Gavrilov's research interests include:

Philosophy of Artificial Intelligence
Hybrid Intelligent Systems
Artificial Neural Networks and its applications
Natural Language Processing
Knowledge Representation and Processing
Fuzzy Systems
The architecture of the Hybrid Expert Systems and Shells
The methods of Data Mining and Knowledge Discovery
The Intelligent Mobile Robots
Ubiquitous computing and smart collaborative objects

He is a principal developer of the ESWin - Toolkit for development of Expert Systems
He is coadvisor of team "Knowledge Processing" of Ubiquitos Computing Laboratory of KHU.

Selected Publications
     Gavrilov A.V. An Architecture of Neurocomputer for Image Recognition. In journal Neural Network World, Prague, N.1, 1991.
     Gavrilov A.V. "The Combination of Logical and Associative Processes in the Expert Systems. " International Conference "Soft Computing" Kazan, Russia, 1996.
     Gavrilov A.V., Kangler V.M. "The use of Artificial Neural Networks for Data Analysis " in the The Third Russian-Korean International Symposium on Science and Technology (KORUS-99)., Novosibirsk, NSTU, 1999. Vol.1. - Pp.257-260
     Gavrilov A.V. "About Knowledge Representation and Processing in Intelligent Systems. ", The Third Russian-Korean International Symposium on Science and Technology KORUS-2000, Ulsan, 2000, Vol.1, pp.84-87.
     Gavrilov A.V. Novickaja J.V. "The Toolkit for development of Hybrid Expert Systems.", The 5th Russian-Korean International Symposium on Science and Technology KORUS-2001, Tomsk, TPU, 2001, Vol.1, pp.73-75.
     Gavrilov A.V. "The model of associative memory of intelligent systems.", The 6th Russian-Korean International Symposium on Science and Technology KORUS-2002, Novosibirsk, NSTU, 2002, Vol.1, pp.174-177.
     Gavrilov A.V. "A combination of Neural and Semantic Networks in Natural Language Processing. ", The 7th Russian-Korean International Symposium on Science and Technology KORUS-2003, Ulsan, 2003, Vol.2, pp.143-147.
     Gavrilov A.V., Gubarev V.V., Jo K.-H., Lee H.-H. "Hybrid Neural-based Control System for Mobile Robot. ", The 8th Russian-Korean International Symposium on Science and Technology KORUS-2004, Tomsk, 2004, Vol.1, pp.31-35.
     Gavrilov A.V. "Hybrid Neural Network based on models of Multi-Layer Perceptron and Adaptive Resonance Theory. ", The 6th Russian-Korean International Symposium on Science and Technology KORUS-2005, Novosibirsk, NSTU, 2005.
     Gavrilov A.V., Chistyakov N.A. "An architecture of the toolkit for development of Hybrid Expert Systems. ", Int. Conf. IASTED ACIT-2005, Novosibirsk, June, 2005.
     Gavrilov A.V., Y.-K. Lee, S.-Y. Lee. "Hybrid Neural Network Model based on Multi-Layer Perceptron and Adaptive Resonance Theory. ", Verlag, Advances in Neural Networks ISNN-2006, , Part 1. LNCS 3971, 2006.-Pp.707-713.
     Uzair Ahmad, Andrey Gavrilov, Uzra Nasir, Mahrin Iqbal, Seong Jin Cho and Sungyoung Lee. "In building Localization Using Neural Networks. ", , 2006, April, Islamabad, Pakistan. - Pp. 36-41.
     Uzair Ahmad, Andrey Gavrilov and Sungyoung Lee "Modular Multi Layer Perceptron for Location Awareness. ", ,2006 IEEE World Congress on Computational Intelligence. 2006 International Joint Conference on Neural Networks (IJCNN 2006). July, 16-21, 2006, Vancouver, BC, Canada. – Pp. 3465-3471..
     Donghai Guan, Weiwei Yuan, A. Gavrilov, Sungyoung Lee, Youngkoo Lee and Sangman Han. "Using Fuzzy Decision Tree to Handle Uncertainty in Context Deduction. ", , 2006 International Conference on Intelligent Computing (ICIC 2006). August, 16-19, 2006, Kunming, China. Verlag, Computational Intelligence, ICIC-2006, LNAI 4114 – Pp. 63-72.
     Weiwei Yuan, Donghai Guan, Sungyoung Lee, Youngkoo Lee, Andrey Gavrilov. "Finding Reliable Recommendations for Trust Model.", ,The 7th International Conference on Web Information Systems Engineering (WISE06). Wuhan, China, October 23~26, 2006. LNCS 4255 – Pp. 375-386.
     A.V.Gavrilov. "The principles of action of intelligent systems.", ,In: Mind, Consciousness and Language http://www.mind-consciousness-language.com/articles.htm , published in 2007.


Teaching

Fall 2005: Intelligent Systems
Fall 2005: Soft Computing
Spring 2006: Technologies of Expert Systems
Spring 2006: Neural Networks and its application
Fall 2006: Intelligent Robots
Fall 2006: Artificial Life
Spring 2007: Development of Games
Spring 2007: Machine Learning

[ Ubiquitos Computing Laboratory ]
Last Revised 29.04.2007