Publications

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This website is now archived. Please check out the new website for Centre for Intelligent Systems which includes both A-Lab Control Systems Research lab and Re:creation XR lab.

On this site, please find older content as well, such as list of older completed projects and publications.

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2017
Vassiljeva, K., A. Tepljakov, E. Petlenkov, and E. Netšaev, "Computational Intelligence Approach for Estimation of Vehicle Insurance Risk Level", 2017 International Joint Conference on Neural Networks (IJCNN): IEEE, pp. 4073-4078, may, 2017.
2016
Artemchuk, I., Ü. Nurges, and J. Belikov, "Robust pole assignment via Routh rays of polynomials", The 55th American Control Conference, Boston, MA, USA, 2016.
Nurges, Ü., I. Artemchuk, and J. Belikov, "On stable cones of polynomials via reduced Routh parameters", Kybernetika, vol. 52, pp. 461–477, 2016.
2015
Artemchuk, I., Ü. Nurges, J. Belikov, and V. Kaparin, "Stable cones of polynomials via Routh rays", The 20th International Conference on Process Control, {\v S}trbské Pleso, High Tatras, Slovak Republic, pp. 255–260, June, 2015.
2014
Nurges, Ü., I. Artemchuk, and J. Belikov, "Generation of stable polytopes of Hurwitz polynomials via Routh parameters", The 53rd IEEE Conference on Decision and Control, Los Angeles, CA, USA, pp. 2390–2395, December, 2014.
2013
Belikov, J., S. Nõmm, E. Petlenkov, and K. Vassiljeva, "Application of neural networks based SANARX model for identification and control liquid level tank system", The 12th International Conference on Machine Learning and Applications, Miami, FL, USA, pp. 246–251, December, 2013.
Belikov, J., E. Petlenkov, K. Vassiljeva, and S. Nõmm, "Computational intelligence methods based design of closed-loop system", Neural Information Processing: Springer-Verlag Berlin Heidelberg, pp. 215–224, 2013.
2012
Nõmm, S., K. Vassiljeva, and E. Petlenkov, "Evaluation function optimization for the Genetic Algorithm based tuning of NN-ANARX model structure", The World Congress on Computational Intelligence, Brisbane, Australia, pp. 1628–1688, June, 2012.
Vassiljeva, K., E. Petlenkov, and S. Nõmm, "Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithm", The 19th International Conference on Neural Information Processing, Doha, Qatar, November, 2012.
2011
Nõmm, S., and J. Belikov, "Online identification of the system order with ANARX structure", The International Conference on Adaptive and Intelligent Systems, Klagenfurt, Austria, pp. 5–15, September, 2011.
Nõmm, S., K. Vassiljeva, E. Petlenkov, and J. Belikov, "Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function", The 9th International Conference on Control and Automation, Santiago, Chile, pp. 65–70, December, 2011.