| 2025 | INDIN | A Genetic Programming Approach to Nonlinear Model Identification for Laboratory and Industrial Systems. | Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov |
| 2024 | EDUCON | Active Blended Learning as a Tool Focused on Industry 5.0 at EuroTeQ Engineering University. | Valery Vodovozov, Zoja Raud, Eduard Petlenkov |
| 2024 | ICARCV | Automatic Visual Traffic Sign Damage Detection and Measurement of Damaged Area. | Can Ers, Karl Janson, Eduard Petlenkov, Uljana Reinsalu |
| 2022 | EDUCON | Active Learning of Students with Diverse Goals and Backgrounds in the Light of Industry 4.0 Requirements. | Valery Vodovozov, Zoja Raud, Eduard Petlenkov |
| 2022 | ICINCO | Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. | Juri Belikov, Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Eduard Petlenkov, Yoash Levron |
| 2022 | IJCNN | Ensemble of Tensor Train Decomposition and Quantization Methods for Deep Learning Model Compression. | Olutosin Ajibola Ademola, Eduard Petlenkov, Mairo Leier |
| 2021 | ICAISC | Intelligent Virtual Environments with Assessment of User Experiences. | Ahmet Kse, Aleksei Tepljakov, Eduard Petlenkov |
| 2020 | ICINCO | Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions. | Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud |
| 2020 | ICINCO | Simulation Study of Electric Vehicles at Fuzzy PID Control of Braking Torque. | Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud |
| 2018 | EDUCON | Motivating students to avoid academic dishonesty in learning engineering courses. | Zoja Raud, Valery Vodovozov, Aleksandr Serbin, Eduard Petlenkov |
| 2018 | INDIN | An Enhancement of the Driver Distraction Detection and Evaluation Method Based on Computational Intelligence Algorithms. | Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov |
| 2018 | IECON | A Method for Detection and Evaluation of Driver Distraction Induced by In-Vehicle Information Systems. | Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov |
| 2017 | FIE | Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls. | Aleksei Tepljakov, Eduard Petlenkov, Emmanuel A. Gonzalez, Ivo Petrs |
| 2017 | IJCNN | Computational intelligence approach for estimation of vehicle insurance risk level. | Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov, Eduard Netsajev |
| 2017 | INDIN | Model-based control design for a district heating plant. | Vitali Vansovits, Boris I. Godoy, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov |
| 2016 | IJCNN | System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling. | Ahmet Kose, Eduard Petlenkov |
| 2016 | INDIN | Towards an intelligent control system for district heating plants: Design and implementation of a fuzzy logic based control loop. | Vitali Vansovits, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov |
| 2015 | INDIN | NN-ANARX model based control of liquid level using visual feedback. | Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov |
| 2014 | ICARCV | Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system. | Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Emmanuel A. Gonzalez |
| 2014 | ICARCV | Application of MPC to industrial water boiler control system in district heat plant. | Vitali Vansovits, Eduard Petlenkov, Kristina Vassiljeva, Aleksei Tepljakov, Juri Belikov |
| 2014 | IJCNN | Application of genetic algorithms to neural networks based control of a liquid level tank system. | Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov |
| 2013 | ICMLA | Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. | Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva |
| 2013 | ICONIP | Computational Intelligence Methods Based Design of Closed-Loop System. | Juri Belikov, Eduard Petlenkov, Kristina Vassiljeva, Sven Nmm |
| 2012 | ICONIP | Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. | Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm |
| 2012 | IJCNN | Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. | Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov |
| 2012 | IJCNN | GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. | Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov |
| 2011 | IJCNN | Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems. | Juri Belikov, Eduard Petlenkov |
| 2011 | IJCNN | Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. | Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov |
| 2010 | ICARCV | Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control. | Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov |
| 2010 | IJCNN | State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. | Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov |
| 2008 | ICARCV | Calculation of the control signal in MIMO NN-based ANARX models: Analytical approach. | Juri Belikov, Eduard Petlenkov |
| 2008 | ICARCV | Model reference control of nonlinear systems by dynamic output feedback linearization of neural network based ANARX models. | Eduard Petlenkov |
| 2008 | IJCNN | Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery. | Eduard Petlenkov, Sven Nomm, Juri Vain, Fujio Miyawaki |
| 2006 | ICARCV | Neural Networks Based ANARX Structure for Identification and Model Based Control. | Eduard Petlenkov, Sven Nomm, lle Kotta |