| 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 | 46 | 2019 |
| Comparative analysis of machine learning techniques for non-intrusive load monitoring N Shabbir, K Vassiljeva, H Nourollahi Hokmabad, O Husev, E Petlenkov, ... Electronics 13 (8), 1420, 2024 | 26 | 2024 |
| 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 | 25 | 2020 |
| Development of anti-lock braking system (ABS) for vehicles braking VT Minh, G Oamen, K Vassiljeva, L Teder Open Engineering 6 (1), 2016 | 22 | 2016 |
| 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 | 22 | 2010 |
| 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 | 21 | 2017 |
| 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 | 20 | 2018 |
| 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 | 15 | 2008 |
| 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 | 13 | 2022 |
| 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 | 12 | 2017 |
| 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 | 12 | 2012 |
| 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 | 10 | 2016 |
| 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 | 10 | 2014 |
| Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC system H Alimohammadi, K Vassiljeva, E Petlenkov, M Thalfeldt, A Mikola, ... E3S Web of Conferences 246, 10002, 2021 | 8 | 2021 |
| 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 | 8 | 2013 |
| 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 | 7 | 2019 |
| Nonlinear dynamics in PEH for enhanced power output and vibration suppression in metastructures H Alimohammadi, K Vassiljeva, SH HosseinNia, E Petlenkov Nonlinear Dynamics 112 (15), 12941-12963, 2024 | 6 | 2024 |
| 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 | 6 | 2011 |
| 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 | 6 | 2011 |
| 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 | 6 | 2011 |
Eduard PetlenkovTenured Full Professor, Tallinn University of TechnologyVerified email at taltech.ee
