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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 of protein 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. 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 of protein 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. (en)
Title	Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins (en)
skos:prefLabel	Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins (en)
skos:notation	RIV/68407700:21230/12:00196256!RIV13-MSM-21230___
http://linked.open...avai/predkladatel	Fakulta elektrotechnická
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GAP103/11/2170), P(ME10047), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Kuželka, Ondřej Železný, Filip Szabóová, Andrea
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	135902
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00196256
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Relational Machine Learning; Prediction of DNA-binding Proteins (en)
http://linked.open.../riv/klicoveSlovo	Prediction of DNA-binding Proteins Relational Machine Learning
http://linked.open...ontrolniKodProRIV	[557E26C81226]
http://linked.open...v/mistoKonaniAkce	Philadelphia
http://linked.open...i/riv/mistoVydani	Los Alamitos
http://linked.open...i/riv/nazevZdroje	Proceedings of 2012 IEEE International Conference on Bioinformatics and Biomedicine
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Predictive Data Modeling for Effective Gene Therapy and Bone Marrow Transplantation Transferring ILP techniques to statistical relational learning
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Kuželka, Ondřej Szabóová, Andrea Železný, Filip
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-10-04 (xsd:date)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Computer Society
https://schema.org/isbn	978-1-4673-2558-5
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins

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