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Information × Registration Number 0224U002679, 0123U101687 , R & D reports Title Methods and means of information security and hygiene based on explainable artificial intelligence popup.stage_title Head Shakhovska Nataliia B., Доктор технічних наук Registration Date 24-02-2024 Organization Lviv Polytechnic National University popup.description2 The purpose of the first stage was to increase the transparency and interpretability of the results of machine learning models in the field of information security and hygiene. An explanatory AI model was developed for the analysis of medical data based on magnetic resonance imaging of the knee. A method of two-stage processing of small data sets based on a hierarchical predictor has been developed. A method of assembling machine learning models has been developed. A method of reducing the dimensionality of the input data has been developed. Product Description popup.authors Izonin Ivan V. Boiko Nataliia I. Vovk Olena B. Pukach Pavlo P. Serov Yurii O. Tkachenko Roman O. Tkachyk Oleksandr A. Fedushko Solomiia S. Shebeko Andrii A. Shemanskyi Volodymyr M. Yakovyna Vitalii S. popup.nrat_date 2024-02-24 Close