Genetic algorithm for the column subset selection problem
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092654" target="_blank" >RIV/61989100:27240/14:86092654 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092654
Result on the web
<a href="http://dx.doi.org/10.1109/CISIS.2014.3" target="_blank" >http://dx.doi.org/10.1109/CISIS.2014.3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CISIS.2014.3" target="_blank" >10.1109/CISIS.2014.3</a>
Alternative languages
Result language
angličtina
Original language name
Genetic algorithm for the column subset selection problem
Original language description
The column subset selection problem is a well-known hard optimization problem of selecting an optimal subset of k columns from the matrix Amxn, k< n, so that the cost function is minimized. The problem is of practical importance for data mining and processing since it can be used for unsupervised feature selection, dimension reduction, and many other applications. This work proposes a new genetic algorithm for the column subset selection problem and evaluates it in a series of computational experiments.
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
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
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 - 2014 8th International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2014
ISBN
978-1-4799-4325-8
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
16-22
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
New York
Event location
Birmingham
Event date
Jul 2, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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