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The Development of a System for Assessing the Quality of ECG Clustering

Student: Frolov Stepan

Supervisor: Boris Pozin

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Computer Systems and Networks (Master)

Final Grade: 10

Year of Graduation: 2019

The object of development of this final qualifying work is a system for assessing the quality of ECG clustering. The purpose of the work is to obtain an assessment of the quality of the results of clustering of ECGs for their further improvement based on this assessment. As a result of the work was selected a metric to assess the quality of clustering results of ECGs and developed a system that automates the process of assessing the quality of clustering results of ECGs using this metric to obtain optimal clustering results of any sample of ECGs. Final qualifying work consists of a list of definitions, designations and abbreviations, introduction, three sections, conclusion, list of references. In the final qualifying work 18 pictures, 6 tables, 5 applications, 45 sources of literature were used. The total number of pages of final qualifying work – 127.

Full text (added May 26, 2019)

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