Two-Step Reduction of GOSCL Based on Subsets Quality Measure and Stability Index
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F17%3A73583869" target="_blank" >RIV/61989592:15310/17:73583869 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-43982-2_36" target="_blank" >http://dx.doi.org/10.1007/978-3-319-43982-2_36</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-43982-2_36" target="_blank" >10.1007/978-3-319-43982-2_36</a>
Alternative languages
Result language
angličtina
Original language name
Two-Step Reduction of GOSCL Based on Subsets Quality Measure and Stability Index
Original language description
Generalized One-Sided Concept Lattices (GOSCL) represent a tool for extraction of hidden hierarchical structure among the datasets with different types of attributes. The specific problem of this method is an interpretation of the results from large created hierarchies, what often leads to the selection of the most relevant concepts. Subsets quality measure and stability index are techniques used for the ranking of the concepts relevance. In this paper we describe an approach which combines these two ranking techniques. The proposed approach is illustrated by an example and the experiments with the effect of reduction on generated input data tables are also provided.
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
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Multimedia and Network Information Systems, MISSI 2016
ISBN
978-3-319-43982-2
ISSN
2194-5357
e-ISSN
neuvedeno
Number of pages
11
Pages from-to
419-429
Publisher name
Springer Basel
Place of publication
Basel
Event location
Wrocław
Event date
Sep 14, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000398736400036