An Evidence-theoretic K-nn Rule with Parameter Optimization 1

@inproceedings{Zouhal1998AnEK,
  title={An Evidence-theoretic K-nn Rule with Parameter Optimization 1},
  author={Lalla Merieme Zouhal and T Dennux},
  year={1998}
}
This paper presents a learning procedure for optimizing the parameters in the evidence-theoretic k-nearest neighbor rule, a pattern classiication method based on the Dem-pster-Shafer theory of belief functions. In this approach, each neighbor of a pattern to be classiied is considered as an item of evidence supporting certain hypotheses concerning the class… CONTINUE READING