Multi-Dimensional Regression Analysis of Time-Series Data Streams.
Yixin ChenGuozhu DongJiawei HanBenjamin W. WahJianyong WangPublished in: VLDB (2002)
Keyphrases
- regression analysis
- multi dimensional
- data streams
- multi dimensional data
- regression model
- sliding window
- correlation analysis
- streaming data
- explanatory variables
- factor analysis
- linear regression model
- range queries
- independent variables
- dynamic time warping
- concept drift
- sensor networks
- data sets
- linear regression models
- non stationary
- subsequence matching
- interval valued data
- statistical tests
- itemsets
- high dimensional
- decision trees