Automating document classification for the Immune Epitope Database

@article{Wang2007AutomatingDC,
  title={Automating document classification for the Immune Epitope Database},
  author={Peng Wang and Alexander A. Morgan and Qing Zhang and Alessandro Sette and Bjoern Peters},
  journal={BMC Bioinformatics},
  year={2007},
  volume={8},
  pages={269 - 269}
}
The Immune Epitope Database contains information on immune epitopes curated manually from the scientific literature. Like similar projects in other knowledge domains, significant effort is spent on identifying which articles are relevant for this purpose. We here report our experience in automating this process using Naïve Bayes classifiers trained on 20,910 abstracts classified by domain experts. Improvements on the basic classifier performance were made by a) utilizing information stored in… CONTINUE READING
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