Technology of gene expression profiles filtering based on wavelet analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F18%3A43893685" target="_blank" >RIV/44555601:13440/18:43893685 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.5815/ijisa.2018.04.01" target="_blank" >http://dx.doi.org/10.5815/ijisa.2018.04.01</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5815/ijisa.2018.04.01" target="_blank" >10.5815/ijisa.2018.04.01</a>
Alternative languages
Result language
angličtina
Original language name
Technology of gene expression profiles filtering based on wavelet analysis
Original language description
The paper presents the technology of gene expression profiles filtering based on the wavelet analysis methods. A structural block-chart of the wavelet-filtering process, which involves concurrent calculation of Shannon entropy for both the filtered data and allocated noise component is proposed. Simulation of the wavelet-filtering process was performed with the use of orthogonal and biorthogonal wavelets on different levels of wavelet decomposition and with the use of various values of the thresholding coefficient. Result of the simulation has allowed us to propose the technology to determine the optimal parameters of the wavelet filter based on complex analysis of the filtered data and allocated noise component.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
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
N - Vyzkumna aktivita podporovana z neverejnych zdroju
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Intelligent Systems and Applications
ISSN
2074-904X
e-ISSN
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Volume of the periodical
2018
Issue of the periodical within the volume
4
Country of publishing house
CN - CHINA
Number of pages
7
Pages from-to
1-7
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85044775453