Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F22%3A43897026" target="_blank" >RIV/44555601:13440/22:43897026 - isvavai.cz</a>
Result on the web
<a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85112596884&origin=resultslist&sort=plf-f" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85112596884&origin=resultslist&sort=plf-f</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-82014-5_5" target="_blank" >10.1007/978-3-030-82014-5_5</a>
Alternative languages
Result language
angličtina
Original language name
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review
Original language description
An application of both the DNA microchips tests or RNA molecules sequencing experiments allows us to form the high-dimensional matrix of genes expressions, values of which are proportional to the number of the appropriate type of genes that matched the respectively investigated sample. In the general instance, the number of genes can achieve tens of thousands of ones. This fact calls the necessity to extract the genes which are able to recognize the examined samples with a high resolvable level. In this review, we analyze the current state of works focused on genes expression profiling extraction based on the application of both single methods and hybrid models. The conducted analysis has allowed us to allocate the advantages and shortcomings of the existing techniques and form the tasks which should be solved in this subject area to improve the objectivity of gene expression profiling extraction considering the type of the investigated samples
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
—
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence?, Proceedings
ISBN
978-3-030-82013-8
ISSN
—
e-ISSN
—
Number of pages
13
Pages from-to
69-81
Publisher name
Springer Nature
Place of publication
Basel
Event location
Kherson
Event date
May 24, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—