Hybrid flexible neural tree approach for leukemia cancer classification
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F11%3A86092970" target="_blank" >RIV/61989100:27240/11:86092970 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/WICT.2011.6141213" target="_blank" >http://dx.doi.org/10.1109/WICT.2011.6141213</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/WICT.2011.6141213" target="_blank" >10.1109/WICT.2011.6141213</a>
Alternative languages
Result language
angličtina
Original language name
Hybrid flexible neural tree approach for leukemia cancer classification
Original language description
In this paper, a novel method for improving flexible neural tree is proposed to classify the leukemia cancer data. The hybrid flexible neural tree with pre-defined instruction sets can be created and evolved. The structure and parameter of hybrid flexible neural tree are optimized using probabilistic incremental program evolution (PIPE) and particle swarm optimization (PSO) algorithm. The experimental results indicate that the proposed method illustrates feasible and efficient for the classifications ofmicroarray data. 2011 IEEE.
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
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
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 2011 World Congress on Information and Communication Technologies, WICT 2011
ISBN
978-1-4673-0125-1
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
32-35
Publisher name
IEEE
Place of publication
New York
Event location
Mumbai
Event date
Dec 11, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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