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Khrystyna Zub
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Journal Articles
- 2023
- [j2]Khrystyna Zub
, Pavlo Zhezhnych
, Christine Strauss
:
Two-Stage PNN-SVM Ensemble for Higher Education Admission Prediction. Big Data Cogn. Comput. 7(2): 83 (2023) - 2020
- [j1]Roman Tkachenko
, Ivan Izonin
, Natalia Kryvinska
, Ivanna Dronyuk
, Khrystyna Zub
:
An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble. Sensors 20(9): 2625 (2020)
Conference and Workshop Papers
- 2021
- [c8]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 - [c7]Ivan Izonin
, Roman Tkachenko
, Michal Gregus, Khrystyna Zub
, Nataliia Lotoshynska
:
Input Doubling Method based on SVR with RBF kernel in Clinical Practice: Focus on Small Data. ANT/EDI40 2021: 606-613 - [c6]Khrystyna Zub, Pavlo Zhezhnych:
Performance Evaluation of ML-based Classifiers for HEI Graduate Entrants. ProfIT AI 2021: 92-97 - 2020
- [c5]Pavlo Zhezhnych, Oleksandr Berezko, Khrystyna Zub, Ivan Demydov:
Analysis of Features and Abilities of Online Systems and Tools Meeting Information Needs of HEIs' Entrants. COAPSN 2020: 76-85 - [c4]Ivan Izonin, Roman Tkachenko, Liliia Ryvak, Khrystyna Zub, Mariya Rashkevych, Olena Pavlyuk:
Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach. IDDM 2020: 209-218 - 2019
- [c3]Ivan Izonin
, Roman Tkachenko
, Natalia Kryvinska
, Khrystyna Zub
, Oleksandra Mishchuk, Taras Lisovych
:
Recovery of Incomplete IoT Sensed Data using High-Performance Extended-Input Neural-Like Structure. EUSPN/ICTH 2019: 521-526 - [c2]Ivan Izonin
, Natalia Kryvinska
, Roman Tkachenko
, Khrystyna Zub
, Pavlo Vitynskyi:
An Extended-Input GRNN and its Application. EUSPN/ICTH 2019: 578-583 - [c1]Ivan Izonin
, Natalia Kryvinska
, Pavlo Vitynskyi, Roman Tkachenko
, Khrystyna Zub
:
GRNN Approach Towards Missing Data Recovery Between IoT Systems. INCoS 2019: 445-453
Coauthor Index
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