Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F19%3A43895097" target="_blank" >RIV/44555601:13440/19:43895097 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/STC-CSIT.2019.8929869" target="_blank" >http://dx.doi.org/10.1109/STC-CSIT.2019.8929869</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/STC-CSIT.2019.8929869" target="_blank" >10.1109/STC-CSIT.2019.8929869</a>
Alternative languages
Result language
angličtina
Original language name
Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis
Original language description
The research results concerning application of Optics density-based clustering algorithm with the use of inductive methods of complex systems analysis are presented in the paper. Implementation of this approach allows determining the optimal parameters of the clustering algorithm in terms of the maximum values of the complex balance clustering quality criterion. Evaluation of effectiveness of the proposed technique was performed based on the use of two-dimensional data which contains clusters of various shapes. The results of the simulation have shown high effectiveness of the proposed technique. The investigated objects were divided into clusters correctly in all cases.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
CSIT 2019 - Proceedings
ISBN
978-1-72810-806-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
169-172
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
Lviv
Event location
Lviv
Event date
Sep 17, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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