A weighted fuzzy classifier and its application to image processing tasks

@article{Nakashima2007AWF,
  title={A weighted fuzzy classifier and its application to image processing tasks},
  author={Tomoharu Nakashima and Gerald Schaefer and Yasuyuki Yokota and Hisao Ishibuchi},
  journal={Fuzzy Sets and Systems},
  year={2007},
  volume={158},
  pages={284-294}
}
Many image processing applications involve a pattern classification stage. In this paper we propose a classifier based on fuzzy if–then rules that allows the incorporation of weighted training patterns which can be used to adjust the sensitivity of the classification with respect to certain classes. The antecedent part of fuzzy if–then rules are specified by partitioning each attributes into fuzzy sets while the consequent class and the degree of certainty are determined from the compatibility… CONTINUE READING