Rule mining with prior knowledge - a belief networks approach

@article{Zhou2001RuleMW,
  title={Rule mining with prior knowledge - a belief networks approach},
  author={Zonglin Zhou and Huan Liu and Stan Z. Li and Chin-Seng Chua},
  journal={Intell. Data Anal.},
  year={2001},
  volume={5},
  pages={95-110}
}
Some existing data mining methods, such as classification trees, neural networks and ass ociation rules, have the drawbacks that the user’s prior knowledge cannot be easily specified and incorpor ated into the knowledge discovery process, and the rules mined from databases lack quantitati ve an lyses. In this paper, we propose a belief networks method for… CONTINUE READING