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Information × Registration Number 0125U002280, R & D request Title Development of information technology for statistical data processing Head Baibuz Oleh H., Доктор технічних наук Registration Date 22-04-2025 Organization Oles Honchar Dnipro National University popup.description1 Construction and software implementation of algorithms and models for filling in missing values, data clustering with automatic determination of the number of clusters, as well as analysis, improvement, and use of information technologies for data processing based on them. Conducting a review of modern methods and technologies for data analysis and construction of statistical data processing models. Development of methods and algorithms for imputation of gaps in data, based on the specifics of the data. Development of approaches to data clustering with automatic determination of the number of clusters. Development of software for analysis and clustering of statistical data with gaps. Assessment of the quality of work of the developed software on real statistical data. Finding ways to optimize code and calculations in software. Implementation of modern artificial intelligence methods for statistical data processing. Creation of a flexible cross-platform process automation system based on graphic gestures and the application of artificial intelligence. Development of information technology for processing heterogeneous statistical data with gaps, based on the created models, algorithms, and software. popup.nrat_date 2025-04-22 Close