Pavlo Tkachenko

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Unsupervised Clustering

Smooth Functions

Top Venues

Comput. Methods Appl. Math.

SIAM J. Numer. Anal.

Publications

Vasyl Teslyuk, Ivan Tsmots, Roman Tkachenko, Pavlo Tkachenko, Vasyl Rabyk, Yurii Opotyak, Oleksandr Oliinyk
Implementation of Neuro-like Network Defuzzifier for Mobile Platform Motion Control System. COLINS (1) (2024)
Enrico Del Re, Pavlo Tkachenko
A Grid-based Surrogate Safety Measure for Traffic Safety Assessment. ICCVE (2022)
Pavlo Tkachenko, Novel Certad, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re
The JKU DORA Traffic Dataset. IEEE Access 10 (2022)
Roman Tkachenko, Ivan Izonin, Pavlo Tkachenko
Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller. ISDMCI (2021)
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko
A GRNN-based Approach towards Prediction from Small Datasets in Medical Application. ANT/EDI40 (2021)
Amin Assadi, Pavlo Tkachenko, Luigi del Re
Interaction Models for Merging and Cut-in Scenarios. ECC (2021)
J. Holzinger, Pavlo Tkachenko, Gunda Obereigner, Luigi del Re
Context Aware Control of ADAS. ACC (2020)
Jinwei Zhou, Pavlo Tkachenko, Luigi del Re
Gap Acceptance Based Safety Assessment Of Autonomous Overtaking Function. IV (2019)
Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance. Innovate-Data (2019)
Roman Tkachenko, Pavlo Tkachenko, Ivan Izonin, Pavlo Vitynskyi, Natalia Kryvinska, Yurii Tsymbal
Committee of the Combined RBF-SGTM Neural-Like Structures for Prediction Tasks. MobiWIS (2019)
Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus
Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure. IWANN (1) (2019)
Pavlo Tkachenko, Jinwei Zhou, Luigi del Re
Unsupervised Clustering of Highway Motion Patterns. ITSC (2019)
Davide Gagliardi, Pavlo Tkachenko, Luigi del Re
Outcome Oriented Evaluation of Autonomous Driving Functions. CDC (2018)
Christian Gerhards, Sergiy Pereverzyev Jr., Pavlo Tkachenko
A parameter choice strategy for the inversion of multiple observations. Adv. Comput. Math. 43 (1) (2017)
Sergei V. Pereverzyev, Pavlo Tkachenko
Regularization by the Linear Functional Strategy with Multiple Kernels. Frontiers Appl. Math. Stat. 3 (2017)
Pavlo Tkachenko
Regularization by Aggregation of Global and Local Data on the Sphere. Comput. Methods Appl. Math. 16 (2) (2016)
Pavlo Tkachenko, Galyna Kriukova, Marharyta Aleksandrova, Oleg Chertov, Eric Renard, Sergei V. Pereverzyev
Prediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application. Comput. Methods Programs Biomed. 134 (2016)
Hui Cao, Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko
Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions. Appl. Math. Comput. 273 (2016)
Galyna Kriukova, Oleksandra Panasiuk, Sergei V. Pereverzyev, Pavlo Tkachenko
A linear functional strategy for regularized ranking. Neural Networks 73 (2016)
Galyna Kriukova, Sergei V. Pereverzyev, Pavlo Tkachenko
On the convergence rate and some applications of regularized ranking algorithms. J. Complex. 33 (2016)
Sergei V. Pereverzyev, Pavlo Tkachenko
Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation. Comput. Methods Appl. Math. 15 (2) (2015)
Sergei V. Pereverzyev, Ian H. Sloan, Pavlo Tkachenko
Parameter Choice Strategies for Least-squares Approximation of Noisy Smooth Functions on the Sphere. SIAM J. Numer. Anal. 53 (2) (2015)