Comparison of stability measures for feature selection
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F15%3APU113714" target="_blank" >RIV/00216305:26220/15:PU113714 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/7061849" target="_blank" >https://ieeexplore.ieee.org/document/7061849</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SAMI.2015.7061849" target="_blank" >10.1109/SAMI.2015.7061849</a>
Alternative languages
Result language
angličtina
Original language name
Comparison of stability measures for feature selection
Original language description
The feature selection is inevitable part of machine learning techniques in biomedical engineering and bioinformatics. Feature selection methods are used to select the most discriminative features, e.g. for disease classification. even if there are plenty of feature selection methods the stability of these algorithms is still open question. Another issue with assessing stability of feature selection is that there are several stability measures providing different views on stability.
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
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)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE 13th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 2015
ISBN
978-1-4799-8220-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
71-75
Publisher name
IEEE
Place of publication
USA
Event location
Herlany
Event date
Jan 22, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000380524900005