Automated detection of neonate EEG sleep stages. - Alexandra Piryatinska; György Terdik; Wojbor A. Woyczynski; Kenneth A. Loparo; Mark S. Scher; Anatoly Zlotnik (Comput. Methods Programs Biomed., 2009)

Optimal channel selection for analysis of EEG-sleep patterns of neonates. - Alexandra Piryatinska; Wojbor A. Woyczynski; Mark S. Scher; Kenneth A. Loparo (Comput. Methods Programs Biomed., 2012)

Epsilon-complexity of continuous functions - Boris S. Darkhovsky; Alexandra Piryatinska (CoRR, 2013)

Binary classification of multichannel-EEG records based on the ϵ-complexity of continuous vector functions. - Alexandra Piryatinska; Boris S. Darkhovsky; Alexander Ya. Kaplan (Comput. Methods Programs Biomed., 2017)

Retrospective Change-Points Detection for Multidimensional Time Series of Arbitrary Nature: Model-Free Technology Based on the ϵ-Complexity Theory. - Alexandra Piryatinska; Boris S. Darkhovsky (Entropy, 2021)

Model-free classification of panel data via the ϵ-complexity theory. - Boris S. Darkhovsky; Alexandra Piryatinska (Commun. Stat. Simul. Comput., 2022)