A novel Taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systemsBelikov, Juri; Vassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenProceedings of the 27th Chinese Control Conference : July 16-18, 2008, Kunming, Yunnan, China. 22008 / p. 474-478 https://ieeexplore.ieee.org/document/4605837

Advanced control of district heating processes in Estonia = Keskkütte soojuse tootmisprotsesside juhtimineVansovitš, Vitali2018 https://digi.lib.ttu.ee/i/?10628

Application of genetic algorithms to neural networks based control of a liquid level tank systemVassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2014 International Joint Conference on Neural Networks (IJCNN) : July 6-11, 2014, Beijing, China2014 / p. 2525-2530 : ill

Application of MPC to industrial water boiler control system in district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Tepljakov, Aleksei; Belikov, Juri2014 13th International Conference on Control, Automation, Robotics & Vision (ICARCV 2014) : Marina Bay Sands, Singapore, 10-12th December 20142014 / p. 1609-1614 : ill

Application of neural networks based SANARX model for identification and control liquid level tank systemBelikov, Juri; Nõmm, Sven; Petlenkov, Eduard; Vassiljeva, Kristina2013 12th International Conference on Machine Learning and Applications : ICMLA 2013 : 4-7 December 2013, Miami, Florida, USA : proceedings. Vol. 12013 / p. 246-251 : ill

Artificial intelligence methods for data based modeling and analysis of complex processes : real life examples [Online resource]Vassiljeva, Kristina; Petlenkov, Eduard; Vansovitš, Vitali; Tepljakov, AlekseiProceedings of the 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) : Lviv, Ukraine, August 23-27, 20162016 / p. 363-368 : ill https://doi.org/10.1109/DSMP.2016.7583579

Automated neural network model selection algorithm for feedback linearization based controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 235-238 : ill

Bridging the gap in technology transfer for advanced process control with industrial applicationsVansovitš, Vitali; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, Kristina; Belikov, JuriSensors2022 / art. 4149 https://doi.org/10.3390/s22114149 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Computational intelligence approach for estimation of vehicle insurancere risk levelVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard; Netšajev, Eduard2017 International Joint Conference on Neural Networks (IJCNN 2017) : Anchorage, Alaska, USA, 14-19 May 20172017 / p. 4073-4078 : ill https://doi.org/10.1109/IJCNN.2017.7966370

Computational intelligence methods based design of closed-loop systemBelikov, Juri; Petlenkov, Eduard; Vassiljeva, Kristina; Nõmm, SvenNeural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013 : proceedings. Part I2013 / p. 215-224 : ill

Deep learning for detection of pavement distress using nonideal photographic imagesTepljakov, Aleksei; Riid, Andri; Pihlak, Rene; Vassiljeva, Kristina; Petlenkov, Eduard2019 42nd International Conference on Telecommunications and Signal Processing (TSP)2019 / p. 195-200 : ill http://doi.org/10.1109/TSP.2019.8769086

Development of anti-lock braking system (ABS) for vehicles brakingVu, Trieu Minh; Oamen, Godwin; Vassiljeva, Kristina; Teder, LeoOpen engineering2016 / p. 554-559 : ill https://doi.org/10.1515/eng-2016-0078

Energy consumption characteristics based on monitored data : a school case studyVassiljeva, Kristina; Matson, Margarita; Petlenkov, Eduard; Belikov, Juri; Thalfeldt, Martin; Kurnitski, JarekCLIMA 2022 : REHVA 14th HVAC World Congress 22nd-25th May in Rotterdam, The Netherlands2022 / 5 p. : ill https://doi.org/10.34641/clima.2022.274

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structureNõmm, Sven; Vassiljeva, Kristina; Petlenkov, EduardWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1682-1688 : ill

Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithmVassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenNeural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part I2012 / p. 592-599 : ill

GA based optimization of NN-SANARX model for adaptive control of nonlinear systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1674-1681 : ill https://ieeexplore.ieee.org/document/6252598

Genetic algorithm based structure identification for feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardLecture notes in computer science2011 / p. 215-226 : ill

Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC systemAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Thalfeldt, Martin; Mikola, Alo; Kull, Tuule Mall; Köse, AhmetE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10002 https://doi.org/10.1051/e3sconf/202124610002 Conference Proceedings at Scopus Article at Scopus Article at WOS

Human limb model structure optimization with genetic algorithmNõmm, Sven; Vassiljeva, Kristina; Kuusik, AlarEMS2013 : UKSim-AMSS 7th European Modelling Symposium, 20-22 November 2013, Manchester, United Kindgom :  [proceedings]2013 / p. 124-129

Identification of industrial water boiler for model predictive control of district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Guljajev, AleksandrBEC 2012 : 2012 13th Biennial Baltic Electronics Conference : proceedings of the 13th Biennial Baltic Electronics Conference : October 3-5, 2012, Tallinn, Estonia2012 / p. 315-318 : ill

Model-based control design for a district heating plantVansovitš, Vitali; Godoy, Boris I.; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2017 IEEE 15th International Conference on Industrial Informatics (INDIN 2017) : Emden, Germany, 24-26 July 20172017 / p. 615-620 : ill https://doi.org/10.1109/INDIN.2017.8104842

A NARX model reference adaptive control scheme: Improved disturbance rejection fractional-order PID control of an experimental magnetic levitation systemAlimohammadi, Hossein; Alagoz, Baris Baykant; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, EduardAlgorithms2020 / p. 1-27 https://doi.org/10.3390/a13080201 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Neural network based minimal state-space representation of nonlinear MIMO systems for feedback controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 11th International Conference Control, Automation, Robotics and Vision : ICARCV 2010 : 7–10 December 2010, Singapore2010 / p. 2191-2196

Neural networks based identification for controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK viienda aastakonverentsi artiklite kogumik : 25.-26. novembril 2011, Nelijärve2011 / p. 157-160 : ill

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardProceedings of International Joint Conference on Neural Networks : San Jose, California, USA, July 31 – August 5, 20112011 / p. 1706-1713 https://ieeexplore.ieee.org/document/6033430

NN-ANARX model based control of liquid level using visual feedbackVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard2015 IEEE International Conference on Industrial Informatics (INDIN) : proceedings : Robinson College, Cambridge, United Kingdom, 22-24 July, 20152015 / p. 133-138 : ill http://dx.doi.org/10.1109/INDIN.2015.7281723

On-line identification and adaptive control of nonlinear systems using neural networksVassiljeva, Kristina; Rüstern, EnnuBEC 2004 : proceedings of the 9th Biennial Baltic Electronics Conference : October 3-6, 2004, Tallinn, Estonia2004 / p. 149-152 : ill

Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping systemRiid, Andri; Lõuk, Roland; Pihlak, Rene; Tepljakov, Aleksei; Vassiljeva, KristinaApplied sciences2019 / art. 4829, 22 p. : ill https://doi.org/10.3390/app9224829 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Predict the remaining useful life in HVAC filters using a hybrid strategyAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Kull, Tuule Mall; Thalfeldt, MartinCLIMA 2022: the 14th REHVA HVAC World Congress, 22nd – 25th May in Rotterdam, The Netherlands2022 / p. 1-8 https://doi.org/10.34641/clima.2022.273

Restricted connectivity neural networks based identification for control = Piiratud ühenduvusega tehisnärvivõrkudel põhinev identifitseerimine juhtimiseksVassiljeva, Kristina2012

Sound localization and processing for inducing synesthetic experiences in virtual realityTepljakov, Aleksei; Astapov, Sergei; Petlenkov, Eduard; Vassiljeva, Kristina; Draheim, DirkBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 159-162 : ill http://www.ester.ee/record=b2150914*est

State-space control of nonlinear systems identified by ANARX and neural network based SANARX modelsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 2010 International Joint Conference on Neural Networks (IJCNN) : 18-23 July 2010, Barcelona : proceedings2010 / p. 3816-3823 : ill

Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation functionNõmm, Sven; Vassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2011 9th IEEE International Conference on Control and Automation (ICCA) : Santiago, Chile, December 19-21, 2011 : [proceedings]2011 / p. 65-70 : ill

Towards a synesthesia laboratory : real-time localization and Visualization of a sound source for virtual reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei; Draheim, Dirk; Petlenkov, Eduard; Vassiljeva, KristinaJournal of communications software and systems2018 / p. 112–120 : ill https://doi.org/10.24138/jcomss.v14i1.410 Journal metrics at Scopus Article at Scopus

Towards an Intelligent Control System for district heating plants : design and implementation of a fuzzy logic based control loopVansovitš, Vitali; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2016 IEEE 14th International Conference on Industrial Informatics (INDIN) : Palais des Congrès du Futuroscope, Futuroscope - Poitiers, France, 19-21 July, 2016 : proceedings2016 / p. 405-410 : ill https://doi.org/10.1109/INDIN.2016.7819193

Towards genetic algorithm based structure identification for minimal state-space representation and feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK neljanda aastakonverentsi artiklite kogumik : 26.-27. novembril 2010, Essu mõis2010 / lk. 11-14 : ill

Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26