Memoryless scalar quantization for random frames. - Kateryna Melnykova; Özgür Yilmaz (CoRR, 2018)

Anomalies Detecting in Medical Metrics Using Machine Learning Tools. - Nataliia Melnykova; Roman Kulievych; Yaroslav Vycluk; Kateryna Melnykova; Volodymyr Melnykov (EUSPN/ICTH, 2021)

Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor. - Nataliia Melnykova; Nataliya Shakhovska; Volodymyr Melnykov; Kateryna Melnykova; Khrystyna Lishchuk-Yakymovych (Big Data Cogn. Comput., 2021)