Entropy Based Clustering of Data Streams with Mixed Numeric and Categorical Values.
Shuyun WangYingjie FanChenghong ZhangHexiang XuXiulan HaoYunfa HuPublished in: ACIS-ICIS (2008)
Keyphrases
- categorical values
- categorical data
- k means
- clustering algorithm
- numeric values
- cluster analysis
- data streams
- exploratory analysis
- numerical data
- data sets
- clustering method
- sensor networks
- streaming data
- concept drift
- attribute values
- sliding window
- numeric attributes
- multiple data streams
- outlier detection
- categorical attributes
- data analysis