Kateryna Melnyk

According to our database, Kateryna Melnyk authored at least 9 papers between 2020 and 2026.

Collaborative distances:

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

2026

Gaze Prediction as Time-Series Forecasting for Virtual Reality Applications: Quantifying Performance Variability and Extreme-Case Errors.

Kateryna Melnyk, Lee Friedman, Oleg Komogortsev

Proceedings of the 2026 Symposium on Eye Tracking Research and Applications, 2026

2025

Short-Term Gaze Prediction: Analysis of Individual Differences, Typical and Extreme-Case Errors.

Kateryna Melnyk, Lee Friedman, Oleg Komogortsev

CoRR, September, 2025

Gaze Prediction as a Function of Eye Movement Type and Individual Differences.

Kateryna Melnyk, Lee Friedman, Dmytro Katrychuk, Oleg Komogortsev

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

2024

Per-Subject Oculomotor Plant Mathematical Models and the Reliability of Their Parameters.

Kateryna Melnyk, Lee Friedman, Dmytro Katrychuk, Oleg Komogortsev

Proc. ACM Comput. Graph. Interact. Tech., May, 2024

Unsupervised approaches for time-evolving graph embeddings with application to human microbiome

Kateryna Melnyk

PhD thesis, 2024

2023

Towards Synthetic Data Generation of VANET Attacks for Efficient Testing.

Thomas Rosenstatter, Kateryna Melnyk

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Threats Detection and Analysis Based on SYSMON Tool.

Nataliia Bahniuk, Linchuk Oleksandr, Bortnyk Kateryna, Inna Kondius, Kateryna Melnyk, Kostiantyn Kondius

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Understanding microbiome dynamics via interpretable graph representation learning.

Kateryna Melnyk, Kuba Weimann, Tim O. F. Conrad

CoRR, 2022

2020

GraphKKE: graph Kernel Koopman embedding for human microbiome analysis.

Kateryna Melnyk, Stefan Klus, Grégoire Montavon, Tim O. F. Conrad

Appl. Netw. Sci., 2020