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Publication search results
found 27 matches
- 2024
- 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: 215-231 - 2022
- Pavlo Tkachenko, Novel Certad, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re:
The JKU DORA Traffic Dataset. IEEE Access 10: 92673-92680 (2022) - Enrico Del Re, Pavlo Tkachenko:
A Grid-based Surrogate Safety Measure for Traffic Safety Assessment. ICCVE 2022: 1-6 - Pavlo Tkachenko, Novel Certad Hernandez, Gunda Singer, Cristina Olaverri-Monreal, Luigi del Re:
JKU DORA. IEEE DataPort, 2022 - 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: 242-249 - Amin Assadi, Pavlo Tkachenko, Luigi del Re:
Interaction Models for Merging and Cut-in Scenarios. ECC 2021: 2346-2351 - Roman Tkachenko, Ivan Izonin, Pavlo Tkachenko:
Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller. ISDMCI 2021: 685-695 - 2020
- J. Holzinger, Pavlo Tkachenko, Gunda Obereigner, Luigi del Re:
Context Aware Control of ADAS. ACC 2020: 2288-2293 - 2019
- Ivan Izonin, Natalia Kryvinska, Roman Tkachenko, Khrystyna Zub, Pavlo Vitynskyi:
An Extended-Input GRNN and its Application. EUSPN/ICTH 2019: 578-583 - Ivan Izonin, Natalia Kryvinska, Pavlo Vitynskyi, Roman Tkachenko, Khrystyna Zub:
GRNN Approach Towards Missing Data Recovery Between IoT Systems. INCoS 2019: 445-453 - 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: 121-132 - Pavlo Tkachenko, Jinwei Zhou, Luigi del Re:
Unsupervised Clustering of Highway Motion Patterns. ITSC 2019: 2337-2342 - Jinwei Zhou, Pavlo Tkachenko, Luigi del Re:
Gap Acceptance Based Safety Assessment Of Autonomous Overtaking Function. IV 2019: 2113-2118 - 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: 467-479 - 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: 267-277 - 2018
- Roman Tkachenko, Ivan Izonin, Pavlo Vitynskyi, Nataliia Lotoshynska, Olena Pavlyuk:
Development of the Non-Iterative Supervised Learning Predictor Based on the Ito Decomposition and SGTM Neural-Like Structure for Managing Medical Insurance Costs. Data 3(4): 46 (2018) - Davide Gagliardi, Pavlo Tkachenko, Luigi del Re:
Outcome Oriented Evaluation of Autonomous Driving Functions. CDC 2018: 6970-6975 - Pavlo Vitynskyi, Roman Tkachenko, Ivan Izonin, Hakan Kutucu:
Hybridization of the SGTM Neural-Like Structure Through Inputs Polynomial Extension. DSMP 2018: 386-391 - 2017
- Christian Gerhards, Sergiy Pereverzyev Jr., Pavlo Tkachenko:
A parameter choice strategy for the inversion of multiple observations. Adv. Comput. Math. 43(1): 101-112 (2017) - Sergei V. Pereverzyev, Pavlo Tkachenko:
Regularization by the Linear Functional Strategy with Multiple Kernels. Frontiers Appl. Math. Stat. 3: 1 (2017) - 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: 993-1005 (2016) - Pavlo Tkachenko:
Regularization by Aggregation of Global and Local Data on the Sphere. Comput. Methods Appl. Math. 16(2): 299-307 (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: 179-186 (2016) - Galyna Kriukova, Sergei V. Pereverzyev, Pavlo Tkachenko:
On the convergence rate and some applications of regularized ranking algorithms. J. Complex. 33: 14-29 (2016) - Galyna Kriukova, Oleksandra Panasiuk, Sergei V. Pereverzyev, Pavlo Tkachenko:
A linear functional strategy for regularized ranking. Neural Networks 73: 26-35 (2016) - 2015
- Sergei V. Pereverzyev, Pavlo Tkachenko:
Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation. Comput. Methods Appl. Math. 15(2): 213-219 (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): 820-835 (2015)
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