Date clustering using Principal Component Analysis and Particle Swarm Optimization

@article{ShiWei2010DateCU,
  title={Date clustering using Principal Component Analysis and Particle Swarm Optimization},
  author={Li Shi-Wei and Qian Xiao-dong},
  journal={2010 5th International Conference on Computer Science & Education},
  year={2010},
  pages={493-497}
}
By analyzing the actuality of the data mining in ecommerce environment, and considering the complexity and the curse of dimensionality about extracting the implicit and unknown knowledge brought by the massive and high-dimensional data. Based on the K-means clustering, Particle Swarm Optimization (PSO) clustering and hybrid PSO clustering algorithm, this paper presented a model which combined Principal Component Analysis (PCA) with hybrid PSO to cluster data. The interrelated data have been… CONTINUE READING