Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F18%3A43893869" target="_blank" >RIV/44555601:13440/18:43893869 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/DSMP.2018.8478452" target="_blank" >http://dx.doi.org/10.1109/DSMP.2018.8478452</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DSMP.2018.8478452" target="_blank" >10.1109/DSMP.2018.8478452</a>
Alternative languages
Result language
angličtina
Original language name
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction
Original language description
The paper presents the information technology of gene expression profiles processing in order to reconstruct gene regulatory networks. The information technology is presented as a structural block-chart, which contains all stages of studied data processing. DNA microchips of patients, which were studied on different types of diseases, were used as experimental data. The relative criteria of validation for all reconstructed networks were calculated during simulation process. The obtained results show high efficiency of the proposed technology. High values of the validation criteria indicate a high level of the obtained gene networks objectivity
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
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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
Article name in the collection
Proceedings of the 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)
ISBN
978-1-5386-8175-6
ISSN
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e-ISSN
neuvedeno
Number of pages
6
Pages from-to
336-341
Publisher name
Publishing House of Lviv Polytechnic National University
Place of publication
Lviv
Event location
Lviv
Event date
Aug 21, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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