Finding representative patterns with ordered projections

@article{Santos2003FindingRP,
  title={Finding representative patterns with ordered projections},
  author={Jos{\'e} Crist{\'o}bal Riquelme Santos and Jes{\'u}s S. Aguilar-Ruiz and Miguel Toro},
  journal={Pattern Recognition},
  year={2003},
  volume={36},
  pages={1009-1018}
}
This paper presents a new approach to 2nding representative patterns for dataset editing. The algorithm patterns by ordered projections (POP), has some interesting characteristics: important reduction of the number of instances from the dataset; lower computational cost ( (mn log n)) with respect to other typical algorithms due to the absence of distance calculations; conservation of the decision boundaries, especially from the point of view of the application of axis-parallel classi2ers. POP… CONTINUE READING
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