A Rough-fuzzy C-means using information entropy for discretized violent crimes data
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092817" target="_blank" >RIV/61989100:27240/14:86092817 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092817
Result on the web
<a href="http://dx.doi.org/10.1109/HIS.2013.6920495" target="_blank" >http://dx.doi.org/10.1109/HIS.2013.6920495</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/HIS.2013.6920495" target="_blank" >10.1109/HIS.2013.6920495</a>
Alternative languages
Result language
angličtina
Original language name
A Rough-fuzzy C-means using information entropy for discretized violent crimes data
Original language description
This paper presents the factor clustering analysis for violent crimes. The efficiency of Rough-fuzzy C-means algorithm is affected by the numbers of clusters, and not all centroids are beneficial. The analyzing of violent crime data does not need human intervention for impartiality. The information entropy is a helpful tool for resolving those issues. In this paper, a novel discrete Rough-fuzzy C-means based on information entropy algorithm (DRFCMI) is proposed, which can obtain typical conclusions objectively. Experimental results illustrate that our proposed method is efficient. 2013 IEEE.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2013 Thirteenth International Conference on Hybrid Intelligent Systems (HIS 2013) : Yassmine Hammamet, Tunisia, 04-06 December, 2013
ISBN
978-1-4799-2439-4
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
23-27
Publisher name
IEEE
Place of publication
New York
Event location
Yassmine Hammamet
Event date
Dec 4, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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