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Kristina Vassiljeva
Kristina Vassiljeva
Associate professor, Department of Computer Systems, Centre for Intelligent Systems
Verified email at taltech.ee - Homepage
Title
Cited by
Cited by
Year
Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping system
A Riid, R Louk, R Pihlak, A Tepljakov, K Vassiljeva
Applied Sciences 9 (22), 4829, 2019
392019
A NARX model reference adaptive control scheme: improved disturbance rejection fractional-order PID control of an experimental magnetic levitation system
H Alimohammadi, BB Alagoz, A Tepljakov, K Vassiljeva, E Petlenkov
Algorithms 13 (8), 201, 2020
212020
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
212010
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
192018
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
182017
Development of anti-lock braking system (ABS) for vehicles braking
VT Minh, G Oamen, K Vassiljeva, L Teder
Open Engineering 6 (1), 2016
182016
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
152008
Virtual reality meets intelligence in large scale architecture
A Kose, E Petlenkov, A Tepljakov, K Vassiljeva
Augmented Reality, Virtual Reality, and Computer Graphics: 4th International …, 2017
102017
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
102014
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
102012
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
92016
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
82013
Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications
V Vansovits, E Petlenkov, A Tepljakov, K Vassiljeva, J Belikov
Sensors 22 (11), 4149, 2022
62022
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
62011
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
Genetic algorithm based structure identification for feedback control of nonlinear mimo systems
K Vassiljeva, J Belikov, E Petlenkov
Adaptive and Intelligent Systems: Second International Conference, ICAIS …, 2011
62011
Deep learning for detection of pavement distress using nonideal photographic images
A Tepljakov, A Riid, R Pihlak, K Vassiljeva, E Petlenkov
2019 42nd International Conference on Telecommunications and Signal …, 2019
52019
Computational intelligence methods based design of closed-loop system
J Belikov, E Petlenkov, K Vassiljeva, S Nõmm
Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013
52013
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
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
42015
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