Melnykova Nataliia Abstract The study was conducted on the applying of machine learning methods to search for key clusters, which made it possible to investigate individual patient characteristics, and to determine distances between cluster instances. It was suggested to determine the average distance between instances in order to find optimal performance metrics. That will determine…
Category: 2021
A New Approach to Modelling the Nature of Individual Morbidity Using Partial Functional Dependencies
Nataliia Melnykova Abstract The paper proposes the development of an approach to modelling the nature of individual morbidity based on the Big Data approach. Analysis of large amounts of data requires the definition of groups of attributes that form functional dependencies. However, in real datasets obtained from different sources, important relationships are defined only for…