A Tolerance Rough Set Based Overlapping Clustering for the DBLP Data
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F10%3A86077716" target="_blank" >RIV/61989100:27240/10:86077716 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/WI-IAT.2010.286" target="_blank" >http://dx.doi.org/10.1109/WI-IAT.2010.286</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/WI-IAT.2010.286" target="_blank" >10.1109/WI-IAT.2010.286</a>
Alternative languages
Result language
angličtina
Original language name
A Tolerance Rough Set Based Overlapping Clustering for the DBLP Data
Original language description
In the article there is presented comparison of overlapping clustering methods for data mining of DBLP datasets. For the analysis, the DBLP data sets were pre-processed, while each journal has been assigned attributes, defined by its topics. The data collection can be described as vague and uncertain; obtained clusters and applied queries do not necessarily have crisp boundaries. The authors presented clustering through a tolerance rough set method (TRSM) and fuzzy c-mean (FCM) algorithm for journal recommendation based on topic search. The comparison of both clustering methods was presented using different measures of similarity.
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/GA102%2F09%2F1494" target="_blank" >GA102/09/1494: New methods od data transmition based on turbo code</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology
ISBN
978-1-4244-8482-9
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
57-60
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos, California
Event location
Toronto, Canada
Event date
Aug 31, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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