Weighted numerical and categorical attribute clustering in data streams.
Wen-Bin LiangChang-Dong WangJian-Huang LaiPublished in: IJCNN (2017)
Keyphrases
- data streams
- categorical data
- categorical attributes
- numerical attributes
- numerical data
- attribute values
- clustering algorithm
- data sets
- k means
- numerical values
- outlier detection
- cluster analysis
- sliding window
- multiple data streams
- clustering method
- hierarchical clustering
- streaming data
- self organizing maps
- information theoretic
- data clustering
- stream data
- unsupervised learning
- density based clustering
- sensitivity analysis
- numerical and categorical attributes
- continuous data streams
- stream mining
- evolving data streams
- spectral clustering
- data distribution
- sensor networks
- data analysis
- data structure
- data mining