Pavlo Tkachenko

According to our database, Pavlo Tkachenko authored at least 23 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Implementation of Neuro-like Network Defuzzifier for Mobile Platform Motion Control System.

Vasyl Teslyuk, Ivan Tsmots, Roman Tkachenko, Pavlo Tkachenko, Vasyl Rabyk, Yurii Opotyak, Oleksandr Oliinyk

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

2022

JKU DORA.

Pavlo Tkachenko, Novel Certad Hernandez, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re

Dataset, September, 2022

The JKU DORA Traffic Dataset.

Pavlo Tkachenko, Novel Certad, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re

IEEE Access, 2022

A Grid-based Surrogate Safety Measure for Traffic Safety Assessment.

Enrico Del Re, Pavlo Tkachenko

Proceedings of the International Conference on Connected Vehicle and Expo, 2022

2021

Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller.

Roman Tkachenko, Ivan Izonin, Pavlo Tkachenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Interaction Models for Merging and Cut-in Scenarios.

Amin Assadi, Pavlo Tkachenko, Luigi del Re

Proceedings of the 2021 European Control Conference, 2021

A GRNN-based Approach towards Prediction from Small Datasets in Medical Application.

Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko

Proceedings of the 12th International Conference on Ambient Systems, 2021

2020

Context Aware Control of ADAS.

J. Holzinger, Pavlo Tkachenko, Gunda Obereigner, Luigi del Re

Proceedings of the 2020 American Control Conference, 2020

2019

Committee of the Combined RBF-SGTM Neural-Like Structures for Prediction Tasks.

Roman Tkachenko, Pavlo Tkachenko, Ivan Izonin, Pavlo Vitynskyi, Natalia Kryvinska, Yurii Tsymbal

Proceedings of the Mobile Web and Intelligent Information Systems, 2019

Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure.

Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus

Proceedings of the Advances in Computational Intelligence, 2019

Gap Acceptance Based Safety Assessment Of Autonomous Overtaking Function.

Jinwei Zhou, Pavlo Tkachenko, Luigi del Re

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Unsupervised Clustering of Highway Motion Patterns.

Pavlo Tkachenko, Jinwei Zhou, Luigi del Re

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance.

Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk

Proceedings of the Big Data Innovations and Applications, 2019

2018

Outcome Oriented Evaluation of Autonomous Driving Functions.

Davide Gagliardi, Pavlo Tkachenko, Luigi del Re

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Regularization by the Linear Functional Strategy with Multiple Kernels.

Sergei V. Pereverzyev, Pavlo Tkachenko

Frontiers Appl. Math. Stat., 2017

A parameter choice strategy for the inversion of multiple observations.

Christian Gerhards, Sergiy Pereverzyev Jr., Pavlo Tkachenko

Adv. Comput. Math., 2017

2016

A linear functional strategy for regularized ranking.

Galyna Kriukova, Oleksandra Panasiuk, Sergei V. Pereverzyev, Pavlo Tkachenko

Neural Networks, 2016

On the convergence rate and some applications of regularized ranking algorithms.

Galyna Kriukova, Sergei V. Pereverzyev, Pavlo Tkachenko

J. Complex., 2016

Prediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application.

Pavlo Tkachenko, Galyna Kriukova, Marharyta Aleksandrova, Oleg Chertov, Eric Renard, Sergei V. Pereverzyev

Comput. Methods Programs Biomed., 2016

Regularization by Aggregation of Global and Local Data on the Sphere.

Pavlo Tkachenko

Comput. Methods Appl. Math., 2016

Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions.

Hui Cao, Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko

Appl. Math. Comput., 2016

2015

Parameter Choice Strategies for Least-squares Approximation of Noisy Smooth Functions on the Sphere.

Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko

SIAM J. Numer. Anal., 2015

Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation.

Sergei V. Pereverzyev, Pavlo Tkachenko

Comput. Methods Appl. Math., 2015