Szabóová, Andrea and Kuželka, Ondřej and Železný, Filip and Tolar, Jakub

Szabóová, A., Kuželka, O., Železný, F., & Tolar, J. (2012). Prediction of DNA-binding proteins from relational features. Proteome Science, 10(1), 66.

Abstract

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 structures. Automatically discovered structural features are able to capture some characteristic spatial configurations of amino acids in proteins.

Citation

@article{szaboova2012,
  author = {Szabóová, Andrea and Kuželka, Ondřej and Železný, Filip and Tolar, Jakub},
  title = {Prediction of DNA-binding proteins from relational features},
  journal = {Proteome Science},
  year = {2012},
  volume = {10},
  number = {1},
  pages = {66},
  issn = {1477-5956},
  doi = {10.1186/1477-5956-10-66},
  url = {https://doi.org/10.1186/1477-5956-10-66}
}