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Information × Registration Number 0220U000381, 0115U003059 , R & D reports Title Development of intelligent information technologies for data and signal processing in the diagnostic and control systems under uncertainties popup.stage_title Head Zhiteckii Leonid S., Registration Date 03-02-2020 Organization International Research and Training Center of Information Technologies and Systems UNESKO IIP popup.description2 An original method is proposed for assessing the randomness of cyclic signals, based on the construction of a phase portrait of permutable entropy, by which integral indicators of diagnostic value are determined. The mathematical conditions for determining the usefulness of diagnostic tests in screening tasks are obtained, the boundary values of specificity and sensitivity of a useful diagnostic test are determined, based on which the ROC analysis method is improved. New methods and algorithms for the adaptive and nonadaptive control of interconnected linear and nonlinearly parameterized memoryless plants with full and nonfull a priori information in the presence of bounded unmeasurable disturbances having nonstochastic nature are developed. New sufficient convergence conditions for the online learning processes of the neural network models of plants in stochastic environment are established. Product Description popup.authors Голик Лідія Олександрівна Дуккарт Ксенія Борисівна Корчинська Зоя Анатоліївна Макеєнок Олександр Миколайович Ніколаєнко Сергій Анатолійович Соловчук Клавдія Юріївна Файнзільберг Леонід Соломонович Шередеко Юрій Леонідович popup.nrat_date 2020-04-02 Close