Change-point estimation of high-dimensional streaming data via sketching.
Yuejie ChiYihong WuPublished in: ACSSC (2015)
Keyphrases
- support vector
- streaming data
- change point
- high dimensional
- data streams
- concept drift
- sliding window
- change point detection
- data distribution
- incoming data
- support vector machine
- data sets
- outlier detection
- non stationary
- anomaly detection
- dimensionality reduction
- low dimensional
- multi dimensional
- nearest neighbor
- feature space
- k nearest neighbor
- high dimensional data
- data points
- similarity measure
- decision trees
- data mining
- database