Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00196256" target="_blank" >RIV/68407700:21230/12:00196256 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins
Original language description
We introduce a novel method for prediction of DNA-binding propensity of proteins which extends our recently introduced ball-histogram method (Szabóová et al. 2012). Unlike the original ball-histogram method, it allows handling of continuous properties ofprotein regions. In experiments on four datasets of proteins, we show that the method improves upon the original ball-histogram method as well as other existing methods in terms of predictive accuracy.
Czech name
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Czech description
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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)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 2012 IEEE International Conference on Bioinformatics and Biomedicine
ISBN
978-1-4673-2558-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
365-368
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
Philadelphia
Event date
Oct 4, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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