ILPC: simple chemometric tool supporting the design of ionic liquids. - Maciej Barycki; Anita Sosnowska; Magdalena Piotrowska; Piotr Urbaszek; Anna Rybinska; Monika Grzonkowska; Tomasz Puzyn (J. Cheminformatics, 2016)

Objectivization of Phonological Evaluation of Speech Elements by Means of Audio Parametrization. - Magdalena Piotrowska; Grazina Korvel; Bozena Kostek; Arkadiusz Rojczyk; Andrzej Czyzewski (HSI, 2018)

Machine Learning-based Analysis of English Lateral Allophones. - Magdalena Piotrowska; Grazina Korvel; Bozena Kostek; Tomasz E. Ciszewski; Andrzej Czyzewski (Int. J. Appl. Math. Comput. Sci., 2019)

The kernel-weighted local polynomial regression (KwLPR) approach: an efficient, novel tool for development of QSAR/QSAAR toxicity extrapolation models. - Agnieszka Gajewicz-Skretna; Supratik Kar; Magdalena Piotrowska; Jerzy Leszczynski (J. Cheminformatics, 2021)