Pavlo Tkachenko

22 papers C 2Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2024 — conf
Implementation of Neuro-like Network Defuzzifier for Mobile Platform Motion Control System.
COLINS (1)
Vasyl Teslyuk, Ivan Tsmots, Roman Tkachenko, Pavlo Tkachenko, Vasyl Rabyk, Yurii Opotyak, Oleksandr Oliinyk
2022 — conf
A Grid-based Surrogate Safety Measure for Traffic Safety Assessment.
ICCVE
Enrico Del Re, Pavlo Tkachenko
2022 J jnl
The JKU DORA Traffic Dataset.
IEEE Access
Pavlo Tkachenko, Novel Certad, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re
2021 — conf
A GRNN-based Approach towards Prediction from Small Datasets in Medical Application.
ANT/EDI40
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko
2021 — conf
Interaction Models for Merging and Cut-in Scenarios.
ECC
Amin Assadi, Pavlo Tkachenko, Luigi del Re
2021 — conf
Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller.
ISDMCI
Roman Tkachenko, Ivan Izonin, Pavlo Tkachenko
2020 C conf
Context Aware Control of ADAS.
ACC
J. Holzinger, Pavlo Tkachenko, Gunda Obereigner, Luigi del Re
2019 — conf
Committee of the Combined RBF-SGTM Neural-Like Structures for Prediction Tasks.
MobiWIS
Roman Tkachenko, Pavlo Tkachenko, Ivan Izonin, Pavlo Vitynskyi, Natalia Kryvinska, Yurii Tsymbal
2019 — conf
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance.
Innovate-Data
Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk
2019 C conf
Gap Acceptance Based Safety Assessment Of Autonomous Overtaking Function.
IV
Jinwei Zhou, Pavlo Tkachenko, Luigi del Re
2019 — conf
Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure.
IWANN (1)
Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus
2019 — conf
Unsupervised Clustering of Highway Motion Patterns.
ITSC
Pavlo Tkachenko, Jinwei Zhou, Luigi del Re
2018 — conf
Outcome Oriented Evaluation of Autonomous Driving Functions.
CDC
Davide Gagliardi, Pavlo Tkachenko, Luigi del Re
2017 J jnl
A parameter choice strategy for the inversion of multiple observations.
Adv. Comput. Math.
Christian Gerhards, Sergiy Pereverzyev Jr., Pavlo Tkachenko
2017 J jnl
Regularization by the Linear Functional Strategy with Multiple Kernels.
Frontiers Appl. Math. Stat.
Sergei V. Pereverzyev, Pavlo Tkachenko
2016 J jnl
A linear functional strategy for regularized ranking.
Neural Networks
Galyna Kriukova, Oleksandra Panasiuk, Sergei V. Pereverzyev, Pavlo Tkachenko
2016 J jnl
On the convergence rate and some applications of regularized ranking algorithms.
J. Complex.
Galyna Kriukova, Sergei V. Pereverzyev, Pavlo Tkachenko
2016 J jnl
Prediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application.
Comput. Methods Programs Biomed.
Pavlo Tkachenko, Galyna Kriukova, Marharyta Aleksandrova, Oleg Chertov, Eric Renard, Sergei V. Pereverzyev
2016 J jnl
Regularization by Aggregation of Global and Local Data on the Sphere.
Comput. Methods Appl. Math.
Pavlo Tkachenko
2016 J jnl
Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions.
Appl. Math. Comput.
Hui Cao, Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko
2015 J jnl
Parameter Choice Strategies for Least-squares Approximation of Noisy Smooth Functions on the Sphere.
SIAM J. Numer. Anal.
Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko
2015 J jnl
Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation.
Comput. Methods Appl. Math.
Sergei V. Pereverzyev, Pavlo Tkachenko