Clustering of Evolving Data Stream with Multiple Adaptive Sliding Window

@article{Zhu2010ClusteringOE,
  title={Clustering of Evolving Data Stream with Multiple Adaptive Sliding Window},
  author={Hongbo Zhu and Yaqiang Wang and Zhonghua Yu},
  journal={2010 International Conference on Data Storage and Data Engineering},
  year={2010},
  pages={95-100}
}
Clustering of data streams has received much attention in recent years. Many algorithms have been proposed in order to discover clusters in data streams efficiently and effectively. Most of these algorithms are devoted to discover the clusters with high density, correlation and low intra-cluster distance. Especially, many methods are considered to balance the memory, the time consumption and the clustering effects. However, few related works focus on the important characteristic of evolving… CONTINUE READING