APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM
The article is dedicated to the applying of data clustering methods in the development of information-analytical systems. Review of the existing clustering methods is executed. The algorithms that are based on the modified statistical (k-means) and hierarchical clustering methods are offered. The ar...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
National Aerospace University «Kharkiv Aviation Institute»
2019-09-01
|
| Series: | Радіоелектронні і комп'ютерні системи |
| Subjects: | |
| Online Access: | http://nti.khai.edu/ojs/index.php/reks/article/view/905 |
| _version_ | 1797683356588048384 |
|---|---|
| author | Е. С. Яшина М. А. Щербак |
| author_facet | Е. С. Яшина М. А. Щербак |
| author_sort | Е. С. Яшина |
| collection | DOAJ |
| description | The article is dedicated to the applying of data clustering methods in the development of information-analytical systems. Review of the existing clustering methods is executed. The algorithms that are based on the modified statistical (k-means) and hierarchical clustering methods are offered. The architecture of information-analytical system as a web-application that uses the proposed methods and algorithms for processing data received from various sources is developed. On the basis of these algorithms is made development of applications for sets of objects clustering. |
| first_indexed | 2024-03-12T00:13:13Z |
| format | Article |
| id | doaj.art-95770aca09cb4ca7a7b1f7492bfc4e62 |
| institution | Directory Open Access Journal |
| issn | 1814-4225 2663-2012 |
| language | English |
| last_indexed | 2024-03-12T00:13:13Z |
| publishDate | 2019-09-01 |
| publisher | National Aerospace University «Kharkiv Aviation Institute» |
| record_format | Article |
| series | Радіоелектронні і комп'ютерні системи |
| spelling | doaj.art-95770aca09cb4ca7a7b1f7492bfc4e622023-09-15T18:56:40ZengNational Aerospace University «Kharkiv Aviation Institute»Радіоелектронні і комп'ютерні системи1814-42252663-20122019-09-0102626910.32620/reks.2016.2.09948APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEMЕ. С. ЯшинаМ. А. ЩербакThe article is dedicated to the applying of data clustering methods in the development of information-analytical systems. Review of the existing clustering methods is executed. The algorithms that are based on the modified statistical (k-means) and hierarchical clustering methods are offered. The architecture of information-analytical system as a web-application that uses the proposed methods and algorithms for processing data received from various sources is developed. On the basis of these algorithms is made development of applications for sets of objects clustering.http://nti.khai.edu/ojs/index.php/reks/article/view/905аналіз, кластеризація, кластерний аналіз, ієрархічна кластеризація, метод k-середніх. |
| spellingShingle | Е. С. Яшина М. А. Щербак APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM Радіоелектронні і комп'ютерні системи аналіз, кластеризація, кластерний аналіз, ієрархічна кластеризація, метод k-середніх. |
| title | APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM |
| title_full | APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM |
| title_fullStr | APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM |
| title_full_unstemmed | APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM |
| title_short | APPLYING OF CLUSTERING METHODS IN THE INFORMATION-ANALYTICAL SYSTEM |
| title_sort | applying of clustering methods in the information analytical system |
| topic | аналіз, кластеризація, кластерний аналіз, ієрархічна кластеризація, метод k-середніх. |
| url | http://nti.khai.edu/ojs/index.php/reks/article/view/905 |
| work_keys_str_mv | AT esâšina applyingofclusteringmethodsintheinformationanalyticalsystem AT maŝerbak applyingofclusteringmethodsintheinformationanalyticalsystem |