Profile-Based Nearest Neighbor Method for Pattern Recognition

@inproceedings{Keehyoung2004ProfileBasedNN,
  title={Profile-Based Nearest Neighbor Method for Pattern Recognition},
  author={Keehyoung and Seung-Yeon and Ilsoo and Jooyoung},
  year={2004}
}
  • Keehyoung, Seung-Yeon, +1 author Jooyoung
  • Published 2004
We propose a nearest neighbor method of pattern recognition which is based on a weighted distance measure between patterns derived from profiles. There are a few new ingredients to the proposed method, compared to the conventional nearest neighbor methods. The distance measure is defined as a weighted sum of each pattern component, and the weight parameters are optimized. We introduce a second-layer prediction procedure analogous to that in neural network methods. We first construct a pattern… CONTINUE READING

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