A Concept Drifting Based Clustering Framework for Data Streams.
Gansen ZhaoZiliu LiFujiao LiuYong TangPublished in: EIDWT (2013)
Keyphrases
- clustering framework
- concept drifting
- data streams
- stream data
- mining concept drifting data streams
- mining data streams
- streaming data
- concept drift
- high dimensional datasets
- clustering method
- stream data mining
- sliding window
- clustering algorithm
- concept drifting data streams
- similarity metric
- noisy data streams
- noisy data
- k means
- change detection
- outlier detection
- sensor data
- semi supervised
- text clustering
- sensor networks
- computational framework
- ensemble learning
- historical data
- data distribution
- non stationary
- continuous queries
- sequential patterns
- classification algorithm
- data points
- data sets