ODDC: A Novel Clustering Algorithm Based on One-Dimensional Distance Calculation

@article{Li2008ODDCAN,
  title={ODDC: A Novel Clustering Algorithm Based on One-Dimensional Distance Calculation},
  author={Zhongzhi Li and Xuegang Wang},
  journal={2008 International Conference on Computer and Electrical Engineering},
  year={2008},
  pages={28-31}
}
The scale of spatial data is usually very large. Clustering algorithm needs very high performance, good scalability, and able to deal with noise data and high-dimensional data. Proposed a quickly clustering algorithm based on one-dimensional distance calculation. The algorithm first partitions space-sets by one-dimensional distance, then clusters space-sets by set-distance and set-density. Next, uses the same approach to the next dimension, until all dimensions have been processed. Experimental… CONTINUE READING