Kristina Vassiljeva
Kristina Vassiljeva
Associate professor, Department of Computer Systems
Verified email at ttu.ee - Homepage
Title
Cited by
Cited by
Year
State-space control of nonlinear systems identified by ANARX and neural network based SANARX models
K Vassiljeva, E Petlenkov, J Belikov
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
162010
A novel taylor series based approach for control computation in nn-anarx structure based control of nonlinear systems
J Belikov, K Vassiljeva, E Petlenkov, S Nõmm
2008 27th Chinese Control Conference, 474-478, 2008
142008
Application of MPC to industrial water boiler control system in district heat plant
V Vansovits, E Petlenkov, K Vassiljeva, A Tepljakov, J Belikov
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
92014
Computational intelligence approach for estimation of vehicle insurance risk level
K Vassiljeva, A Tepljakov, E Petlenkov, E Netšajev
2017 International Joint Conference on Neural Networks (IJCNN), 4073-4078, 2017
82017
Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping system
A Riid, R Lõuk, R Pihlak, A Tepljakov, K Vassiljeva
Applied Sciences 9 (22), 4829, 2019
72019
Virtual reality meets intelligence in large scale architecture
A Kose, E Petlenkov, A Tepljakov, K Vassiljeva
International Conference on Augmented Reality, Virtual Reality and Computer …, 2017
72017
Identification of industrial water boiler for model predictive control of district heat plant
V Vansovits, E Petlenkov, K Vassiljeva, A Guljajev
2012 13th Biennial Baltic Electronics Conference, 315-318, 2012
72012
Sound localization and processing for inducing synesthetic experiences in virtual reality
A Tepljakov, S Astapov, E Petlenkov, K Vassiljeva, D Draheim
2016 15th Biennial Baltic Electronics Conference (BEC), 159-162, 2016
62016
Neural networks based minimal or reduced model representation for control of nonlinear mimo systems
K Vassiljeva, J Belikov, E Petlenkov
The 2011 International Joint Conference on Neural Networks, 1706-1713, 2011
62011
Towards a synesthesia laboratory: Real-time localization and visualization of a sound source for virtual reality applications
A Kose, A Tepljakov, S Astapov, D Draheim, E Petlenkov, K Vassiljeva
Journal of Communications Software and Systems 14 (1), 112-120, 2018
52018
NN-ANARX model based control of liquid level using visual feedback
K Vassiljeva, A Tepljakov, E Petlenkov
2015 IEEE 13th International Conference on Industrial Informatics (INDIN …, 2015
52015
Computational intelligence methods based design of closed-loop system
J Belikov, E Petlenkov, K Vassiljeva, S Nõmm
International Conference on Neural Information Processing, 215-224, 2013
52013
Structure identification of nn-anarx model by genetic algorithm with combined cross-correlation-test based evaluation function
S Nomm, K Vassiljeva, J Belikov, E Petlenkov
2011 9th IEEE International Conference on Control and Automation (ICCA), 65-70, 2011
52011
Neural network based minimal state-space representation of nonlinear mimo systems for feedback control
K Vassiljeva, E Petlenkov, J Belikov
2010 11th International Conference on Control Automation Robotics & Vision …, 2010
52010
Application of neural networks based SANARX model for identification and control liquid level tank system
J Belikov, S Nomm, E Petlenkov, K Vassiljeva
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
42013
GA based optimization of NN-SANARX model for adaptive control of nonlinear systems
K Vassiljeva, E Petlenkov, J Belikov
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
42012
Genetic algorithm based structure identification for feedback control of nonlinear mimo systems
K Vassiljeva, J Belikov, E Petlenkov
International Conference on Adaptive and Intelligent Systems, 215-226, 2011
42011
Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples
K Vassiljeva, E Petlenkov, V Vansovits, A Tepljakov
2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016
32016
Application of genetic algorithms to neural networks based control of a liquid level tank system
K Vassiljeva, J Belikov, E Petlenkov
2014 International Joint Conference on Neural Networks (IJCNN), 2525-2530, 2014
32014
Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithm
K Vassiljeva, E Petlenkov, S Nomm
International Conference on Neural Information Processing, 592-599, 2012
32012
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Articles 1–20