Clustering Stream Data by Regression Analysis.
Masahiro MotoyoshiTakao MiuraIsamu ShioyaPublished in: ACSW (2004)
Keyphrases
- regression analysis
- stream data
- data streams
- regression model
- sliding window
- clustering algorithm
- explanatory variables
- linear regression model
- concept drift
- k means
- linear regression models
- factor analysis
- historical data
- network traffic
- continuous queries
- cluster analysis
- streaming data
- sensor data
- clustering method
- unsupervised learning
- historical stream data
- image processing
- sequential patterns
- statistical tests
- data distribution