Concept lattices of incomplete data

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F12%3A33141193" target="_blank" >RIV/61989592:15310/12:33141193 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1007/978-3-642-29892-9_19" target="_blank" >http://dx.doi.org/10.1007/978-3-642-29892-9_19</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-642-29892-9_19" target="_blank" >10.1007/978-3-642-29892-9_19</a>

Result language

angličtina

Original language name

Concept lattices of incomplete data

Original language description

We present a method of constructing a concept lattice of a formal context with incomplete data. The lattice reduces to a classical concept lattice when the missing values are completed. The lattice also can reflect any known dependencies between the missing values. We show some experiments indicating that in most cases, when the number of missing values is not large, the size of the incomplete concept lattice is not substantially greater than the size of the concept lattice of completed data.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

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Project

<a href="/en/project/GAP103%2F10%2F1056" target="_blank" >GAP103/10/1056: Conceptual Processing of Uncertain and Large Data and Knowledge</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2012

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Lecture Notes in Artificial Intelligence

ISSN

0302-9743

e-ISSN

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Volume of the periodical

7278

Issue of the periodical within the volume

1

Country of publishing house

DE - GERMANY

Number of pages

15

Pages from-to

180-194

UT code for WoS article

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EID of the result in the Scopus database

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