Mining Pareto-optimal rules with respect to support and confirmation or support and anti-support

@article{Brzezinska2007MiningPR,
  title={Mining Pareto-optimal rules with respect to support and confirmation or support and anti-support},
  author={Izabela Brzezinska and Salvatore Greco and Roman Slowinski},
  journal={Eng. Appl. of AI},
  year={2007},
  volume={20},
  pages={587-600}
}
In knowledge discovery and data mining many measures of interestingness have been proposed in order to measure the relevance and utility of the discovered patterns. Among these measures, an important role is played by Bayesian confirmation measures, which express in what degree a premise confirms a conclusion. In this paper, we are considering knowledge patterns in a form of “if..., then...” rules with a fixed conclusion. We investigate a monotone link between Bayesian confirmation measures… CONTINUE READING

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