Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (ICARCV, 2010)

State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (IJCNN, 2010)

Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (ICAIS, 2011)

Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function. - Sven Nomm; Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (ICCA, 2011)

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (IJCNN, 2011)

Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. - Kristina Vassiljeva; Eduard Petlenkov; Sven Nomm (ICONIP (1), 2012)

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. - Sven Nomm; Kristina Vassiljeva; Eduard Petlenkov (IJCNN, 2012)

GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (IJCNN, 2012)

Human Limb Model Structure Optimization with Genetic Algorithm. - Sven Nomm; Kristina Vassiljeva; Alar Kuusik (EMS, 2013)

Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. - Juri Belikov; Sven Nomm; Eduard Petlenkov; Kristina Vassiljeva (ICMLA (1), 2013)

Computational Intelligence Methods Based Design of Closed-Loop System. - Juri Belikov; Eduard Petlenkov; Kristina Vassiljeva; Sven Nõmm (ICONIP (1), 2013)

Application of MPC to industrial water boiler control system in district heat plant. - Vitali Vansovits; Eduard Petlenkov; Kristina Vassiljeva; Aleksei Tepljakov; Juri Belikov (ICARCV, 2014)

Application of genetic algorithms to neural networks based control of a liquid level tank system. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (IJCNN, 2014)

NN-ANARX model based control of liquid level using visual feedback. - Kristina Vassiljeva; Aleksei Tepljakov; Eduard Petlenkov (INDIN, 2015)

Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples. - Kristina Vassiljeva; Eduard Petlenkov; Vitali Vansovits; Aleksei Tepljakov (DSMP, 2016)

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 (INDIN, 2016)

Control-oriented identification using maximum likelihood for a district heating plant. - Boris I. Godoy; Vitali Vansovits; Aleksei Tepljakov; Eduard Petlenkov; Kristina Vassiljeva (ASCC, 2017)

Virtual Reality Meets Intelligence in Large Scale Architecture. - Ahmet Kose; Eduard Petlenkov; Aleksei Tepljakov; Kristina Vassiljeva (AVR (2), 2017)

Computational intelligence approach for estimation of vehicle insurance risk level. - Kristina Vassiljeva; Aleksei Tepljakov; Eduard Petlenkov; Eduard Netsajev (IJCNN, 2017)

Model-based control design for a district heating plant. - Vitali Vansovits; Boris I. Godoy; Aleksei Tepljakov; Kristina Vassiljeva; Eduard Petlenkov (INDIN, 2017)

Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images. - Aleksei Tepljakov; Andri Riid; Rene Pihlak; Kristina Vassiljeva; Eduard Petlenkov (TSP, 2019)

A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System. - Hossein Alimohammadi; Baris Baykant Alagöz; Aleksei Tepljakov; Kristina Vassiljeva; Eduard Petlenkov (Algorithms, 2020)

Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications. - Vitali Vansovits; Eduard Petlenkov; Aleksei Tepljakov; Kristina Vassiljeva; Juri Belikov (Sensors, 2022)

Harvesting Energy and Stability Insights in Internally Coupled Resonator Systems. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Eduard Petlenkov (AMC, 2024)

Building Potential Energy Savings Estimation Through Portfolio-Based Modeling. - Margarita Matson; Kristina Vassiljeva; Tuule Mall Parts; Ahmet Kose; Eduard Petlenkov; Juri Belikov (EI.A (2), 2024)

Profiling and Schedule Based Forecast of Electricity Usage to Improve Energy Performance of Administrative Buildings. - Kristina Vassiljeva; Margarita Matson; Juri Belikov; Eduard Petlenkov (ICE/ITMC, 2024)

Exploring the Real-World Challenges and Efficacy of Internal Coupling in Metastructures: An Experimental Perspective. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Peeter Ellervee; Eduard Petlenkov (ICECET, 2024)

Enhancing Bandgap Depth in Locally Resonant Metastructures via Notch-Filtered Piezoelectric Actuation. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Eduard Petlenkov (ICIT, 2024)