Prohlížení dle autora "Szabóová, Andrea"
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Gaussian Logic for Predictive Classification
Autor: Kuželka, Ondřej; Szabóová, Andrea; Holec, Matěj; Železný, Filip
(2011)We describe a statistical relational learning framework called Gaussian Logic capable to work efficiently with combinations of relational and numerical data. The framework assumes that, for a fixed relational structure, ... -
Prediction of DNA-binding propensity of proteins by the ball-histogram method using automatic template search
Autor: Szabóová, Andrea; Kuželka, Ondřej; Železný, Filip; Tolar, Jakub
(2012)We contribute a novel, ball-histogram approach to DNA-binding propensity prediction of proteins. Unlike state-ofthe- art methods based on constructing an ad-hoc set of features describing physicochemical properties of ... -
Prediction of DNA-Binding Propensity of Proteins Using Machine Learning
Autor: Szabóová, Andrea; Vedoucí práce: Železný, Filip
(2013-06-04) -
Prediction of DNA-binding proteins from relational features
Autor: Szabóová, Andrea; Kuželka, Ondřej; Železný, Filip; Tolar, Jakub
(2012)Background: The process of protein-DNA binding has an essential role in the biological processing of genetic information. We use relational machine learning to predict DNA-binding propensity of proteins from their ...