Kristina Vassiljeva

According to our database, Kristina Vassiljeva authored at least 23 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

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

2020

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

2019

Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images.

Aleksei Tepljakov, Andri Riid, Rene Pihlak, Kristina Vassiljeva, Eduard Petlenkov

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

2017

Model-based control design for a district heating plant.

Vitali Vansovits, Boris I. Godoy, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Computational intelligence approach for estimation of vehicle insurance risk level.

Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov, Eduard Netsajev

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Virtual Reality Meets Intelligence in Large Scale Architecture.

Ahmet Kose, Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva

Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2017

Control-oriented identification using maximum likelihood for a district heating plant.

Boris I. Godoy, Vitali Vansovits, Aleksei Tepljakov, Eduard Petlenkov, Kristina Vassiljeva

Proceedings of the 11th Asian Control Conference, 2017

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

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples.

Kristina Vassiljeva, Eduard Petlenkov, Vitali Vansovits, Aleksei Tepljakov

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2015

NN-ANARX model based control of liquid level using visual feedback.

Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

2014

Application of genetic algorithms to neural networks based control of a liquid level tank system.

Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Application of MPC to industrial water boiler control system in district heat plant.

Vitali Vansovits, Eduard Petlenkov, Kristina Vassiljeva, Aleksei Tepljakov, Juri Belikov

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013

Computational Intelligence Methods Based Design of Closed-Loop System.

Juri Belikov, Eduard Petlenkov, Kristina Vassiljeva, Sven Nõmm

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System.

Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Human Limb Model Structure Optimization with Genetic Algorithm.

Sven Nomm, Kristina Vassiljeva, Alar Kuusik

Proceedings of the Seventh UKSim/AMSS European Modelling Symposium, 2013

2012

GA based optimization of NN-SANARX model for adaptive control of nonlinear systems.

Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure.

Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm.

Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems.

Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov

Proceedings of the 2011 International Joint Conference on Neural Networks, 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

Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems.

Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov

Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011

2010

State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models.

Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov

Proceedings of the International Joint Conference on Neural Networks, 2010

Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control.

Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov

Proceedings of the 11th International Conference on Control, 2010