Network-constrained forest for regularized omics data classification
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00023736%3A_____%2F14%3A00011259" target="_blank" >RIV/00023736:_____/14:00011259 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/BIBM.2014.6999193" target="_blank" >http://dx.doi.org/10.1109/BIBM.2014.6999193</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/BIBM.2014.6999193" target="_blank" >10.1109/BIBM.2014.6999193</a>
Alternative languages
Result language
angličtina
Original language name
Network-constrained forest for regularized omics data classification
Original language description
In this paper, we propose a random forest-based classifier that minimizes this overfitting with the aid of prior knowledge in the form of a feature interaction network.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
FD - Oncology and haematology
OECD FORD branch
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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
2014
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 IEEE international conference on bioinformatics and biomedicine (BIBM)
ISBN
978-1-4799-5669-2
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
410-417
Publisher name
b.n.
Place of publication
Belfast, UK
Event location
Belfast
Event date
Nov 2, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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