Andrey V. Gavrilov

Associate Professor (docent)
Automation Production in Machine Engineering
Novosibirsk State Technical University

Fields of interest:

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


Recent publications:

Andrey V. Gavrilov:
Hybrid Intelligent Systems in Ubiquitous Computing,
Chapter in book “Designing Solutions-Based Ubiquitous and Pervasive Computing: News Issues and Trends” (Eds. F. Milton, P. Fernandes), IDEA Publishing Inc., 2010, pp. 263-281.

Andrey V. Gavrilov:
New Paradigm of Context based Programming-Learning of Intelligent Agent,
In proceedings of 1st Workshop on Networked embedded and control system technologies, in conjunction with 6th International Conference on Informatics in Control, Automation and Robotics ICINCO-2009, Milan, Italy, 2-5 July, 2009, pp. 94-99.

Uzair Ahmad, Andrey V.Gavrilov, Sungyoung Lee, Young-Koo Lee:
A Modular Classification Model for Received Signal Strength Based Location Systems, Neurocomputing, Vol. 71, Issue 13-15, August, 2008, pp. 2657-2669.

Guan Donghai, Yuan Weiwei, Lee Young-koo, Gavrilov Andrey, Lee Sungyoung:
Improving supervised learning performance by using fuzzy clustering method to select training data, J. Intell. Fuzzy Syst. 19, No. 4-5, 2008, pp. 321-334.

Uzair Ahmad, Andrey V.Gavrilov, Sungyoung Lee, Young-Koo Lee:
Self-scalable Fuzzy ArtMap for Received Signal Strength Based Location Systems,
Soft Computing, Vol.12, No. 7, February, 2008, pp. 699-713.

Andrey V. Gavrilov:
Hybrid Rule and Neural Network based Framework for Ubiquitous Computing,
In  proceedings of 4th Int. Conf. on Networked Computing and Advanced Information Management NCM2008, Vol. 2, Gyengju, Korea, September 2-4, 2008, pp. 488-492.

Andrey V. Gavrilov:
Context and Learning based Approach to Programming of Intelligent Equipment.
In  proceedings of8th Int. Conf. on Intelligent Systems Design and Applications ISDA’08, Kaohsiung City, Taiwan, November 26-28, 2008, pp. 578-582.

Andrey V. Gavrilov:
Emotions and a Priori Knowledge Representation in Artificial General Intelligence,
In Proceedings of Int. Conf. on Intelligent Information and Engineering Systems INFOS-2008, Varna, Bulgaria, June 23-July 03, 2008; in book: “Intelligent Technologies and Applications” of Int. Book Series “Information Science and Computing”, ITHEA, Bulgaria,  pp. 106-110.

Andrey V. Gavrilov, N.A. Chistykov:
An architecture of the toolkit for development of hybrid expert systems,
In proceedings of Second IASTED Int. Multi-Conference ACIT-2005, Automation, Control and Applications, Novosibirsk, 2005, pp. 116-120.

Andrey V. Gavrilov:
A combination of Neural and Semantic Networksin Natural Language Processing,
In proceedings of 7th Korea-Russia Int. Symp. KORUS-2003, Ulsan, 2003, Vol. 2, pp. 143-147.