Distributed Version of Algorithm for Generalized One-Sided Concept Lattices
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F14%3A33151387" target="_blank" >RIV/61989592:15310/14:33151387 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-01571-2_15" target="_blank" >http://dx.doi.org/10.1007/978-3-319-01571-2_15</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-01571-2_15" target="_blank" >10.1007/978-3-319-01571-2_15</a>
Alternative languages
Result language
angličtina
Original language name
Distributed Version of Algorithm for Generalized One-Sided Concept Lattices
Original language description
In this paper we provide the distributed version of algorithm for creation of model Generalized One-Sided Concept Lattices (GOSCL), special case for fuzzy version of data analysis approach called Formal Concept Analysis (FCA), which provide the conceptual model of input data based on the theory of one-sided concept lattices and was successfully applied in several domains. GOSCL is able to work with data tables containing the different attribute types processed as fuzzy sets. One problem with the creation of FCA model is computational complexity. In order to reduce the computation times, we have designed the distributed version of the algorithm and showed its applicability on the generated data set. The algorithm is able to work well especially for datawhere number of newly generated concepts is reduced (like for sparse input data tables).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/EE2.3.30.0041" target="_blank" >EE2.3.30.0041: POST-UP II.</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
Intelligent Distributed Computing VII Proceedings of the 7th International Symposium on Intelligent Distributed Computing - IDC 2013, Prague, Czech Republic, September 2013
ISBN
978-3-319-01570-5
ISSN
1860-949X
e-ISSN
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Number of pages
11
Pages from-to
119-129
Publisher name
Springer-Verlag
Place of publication
Berlin
Event location
Praha
Event date
Sep 4, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000334680900015