Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest
The purpose of the cluster analysis is to find groups of objects with similar characteristics. Different methods are already developed. In the current research work a CLIQUE: Clustering in quest algorithm is investigated. The presented method combines subspace grid-based and density-based techniques...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Bulgarian Academy of Sciences
2019-06-01
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| Series: | International Journal Bioautomation |
| Subjects: | |
| Online Access: | http://www.biomed.bas.bg/bioautomation/2019/vol_23.2/files/23.2_01.pdf |
| _version_ | 1818413054915772416 |
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| author | Veselina Bureva Stanislav Popov Velichka Traneva Stoyan Tranev |
| author_facet | Veselina Bureva Stanislav Popov Velichka Traneva Stoyan Tranev |
| author_sort | Veselina Bureva |
| collection | DOAJ |
| description | The purpose of the cluster analysis is to find groups of objects with similar characteristics. Different methods are already developed. In the current research work a CLIQUE: Clustering in quest algorithm is investigated. The presented method combines subspace grid-based and density-based techniques to determine clusters of objects. Generalized net of cluster analysis using CLIQUE: Clustering in quest algorithm is constructed. The presented Generalized net can be used for description and monitoring the parallel processes in the cluster analysis. |
| first_indexed | 2024-12-14T10:57:07Z |
| format | Article |
| id | doaj.art-9288440cc45f49ad9b6825cc4945a37e |
| institution | Directory Open Access Journal |
| issn | 1314-1902 1314-2321 |
| language | English |
| last_indexed | 2024-12-14T10:57:07Z |
| publishDate | 2019-06-01 |
| publisher | Bulgarian Academy of Sciences |
| record_format | Article |
| series | International Journal Bioautomation |
| spelling | doaj.art-9288440cc45f49ad9b6825cc4945a37e2022-12-21T23:04:54ZengBulgarian Academy of SciencesInternational Journal Bioautomation1314-19021314-23212019-06-0123213113810.7546/ijba.2019.23.2.000506Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in QuestVeselina Bureva0Stanislav PopovVelichka TranevaStoyan TranevFaculty of Technical Science, Intelligent Systems Laboratory, University “Prof. Dr. Assen Zlatarov”, Prof. Yakimov Blvd., Burgas 8000, BulgariaThe purpose of the cluster analysis is to find groups of objects with similar characteristics. Different methods are already developed. In the current research work a CLIQUE: Clustering in quest algorithm is investigated. The presented method combines subspace grid-based and density-based techniques to determine clusters of objects. Generalized net of cluster analysis using CLIQUE: Clustering in quest algorithm is constructed. The presented Generalized net can be used for description and monitoring the parallel processes in the cluster analysis.http://www.biomed.bas.bg/bioautomation/2019/vol_23.2/files/23.2_01.pdfClusterCluster analysisCliqueGeneralized nets |
| spellingShingle | Veselina Bureva Stanislav Popov Velichka Traneva Stoyan Tranev Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest International Journal Bioautomation Cluster Cluster analysis Clique Generalized nets |
| title | Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest |
| title_full | Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest |
| title_fullStr | Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest |
| title_full_unstemmed | Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest |
| title_short | Generalized Net Model of Cluster Analysis Using CLIQUE: Clustering in Quest |
| title_sort | generalized net model of cluster analysis using clique clustering in quest |
| topic | Cluster Cluster analysis Clique Generalized nets |
| url | http://www.biomed.bas.bg/bioautomation/2019/vol_23.2/files/23.2_01.pdf |
| work_keys_str_mv | AT veselinabureva generalizednetmodelofclusteranalysisusingcliqueclusteringinquest AT stanislavpopov generalizednetmodelofclusteranalysisusingcliqueclusteringinquest AT velichkatraneva generalizednetmodelofclusteranalysisusingcliqueclusteringinquest AT stoyantranev generalizednetmodelofclusteranalysisusingcliqueclusteringinquest |