Khrystyna Zub

According to our database, Khrystyna Zub authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Two-Stage PNN-SVM Ensemble for Higher Education Admission Prediction.

Khrystyna Zub, Pavlo Zhezhnych, Christine Strauss

Big Data Cogn. Comput., 2023

2021

Performance Evaluation of ML-based Classifiers for HEI Graduate Entrants.

Khrystyna Zub, Pavlo Zhezhnych

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

A GRNN-based Approach towards Prediction from Small Datasets in Medical Application.

Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko

Proceedings of the 12th International Conference on Ambient Systems, 2021

Input Doubling Method based on SVR with <i>RBF</i> kernel in Clinical Practice: Focus on Small Data.

Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Nataliia Lotoshynska

Proceedings of the 12th International Conference on Ambient Systems, 2021

2020

An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble.

Roman Tkachenko, Ivan Izonin, Natalia Kryvinska, Ivanna Dronyuk, Khrystyna Zub

Sensors, 2020

Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach.

Ivan Izonin, Roman Tkachenko, Liliia Ryvak, Khrystyna Zub, Mariya Rashkevych, Olena Pavlyuk

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Analysis of Features and Abilities of Online Systems and Tools Meeting Information Needs of HEIs' Entrants.

Pavlo Zhezhnych, Oleksandr Berezko, Khrystyna Zub, Ivan Demydov

Proceedings of the 2nd International Workshop on Control, 2020

2019

GRNN Approach Towards Missing Data Recovery Between IoT Systems.

Ivan Izonin, Natalia Kryvinska, Pavlo Vitynskyi, Roman Tkachenko, Khrystyna Zub

Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019

Recovery of Incomplete IoT Sensed Data using High-Performance Extended-Input Neural-Like Structure.

Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Khrystyna Zub, Oleksandra Mishchuk, Taras Lisovych

Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

An Extended-Input GRNN and its Application.

Ivan Izonin, Natalia Kryvinska, Roman Tkachenko, Khrystyna Zub, Pavlo Vitynskyi

Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019