Khrystyna Zub

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Probabilistic Neural Networks

Clinical Practice

Weighted Least Squares

Top Venues

Publications

Khrystyna Zub, Pavlo Zhezhnych, Christine Strauss
Two-Stage PNN-SVM Ensemble for Higher Education Admission Prediction. Big Data Cogn. Comput. 7 (2) (2023)
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)
Khrystyna Zub, Pavlo Zhezhnych
Performance Evaluation of ML-based Classifiers for HEI Graduate Entrants. ProfIT AI (2021)
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Nataliia Lotoshynska
kernel in Clinical Practice: Focus on Small Data. ANT/EDI40 (2021)
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)
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) (2020)
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)
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)
Ivan Izonin, Natalia Kryvinska, Pavlo Vitynskyi, Roman Tkachenko, Khrystyna Zub
GRNN Approach Towards Missing Data Recovery Between IoT Systems. INCoS (2019)
Ivan Izonin, Natalia Kryvinska, Roman Tkachenko, Khrystyna Zub, Pavlo Vitynskyi
An Extended-Input GRNN and its Application. EUSPN/ICTH (2019)