Modeling splice sites with Bayes networks

@article{Cai2000ModelingSS,
  title={Modeling splice sites with Bayes networks},
  author={Deyou Cai and Arthur L. Delcher and Ben Kao and Simon Kasif},
  journal={Bioinformatics},
  year={2000},
  volume={16 2},
  pages={152-8}
}
MOTIVATION The main goal in this paper is to develop accurate probabilistic models for important functional regions in DNA sequences (e.g. splice junctions that signal the beginning and end of transcription in human DNA). These methods can subsequently be utilized to improve the performance of gene-finding systems. The models built here attempt to model long-distance dependencies between non-adjacent bases. RESULTS An efficient modeling method is described which models biological data more… CONTINUE READING
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