A Statistical Control Chart for Monitoring High-dimensional Poisson Data Streams.
Zhiyuan WangYanting LiXiaojun ZhouPublished in: Qual. Reliab. Eng. Int. (2017)
Keyphrases
- data streams
- high dimensional
- control charts
- distributed data streams
- sliding window
- streaming data
- real time
- statistical process control
- abnormal patterns
- concept drift
- monitoring system
- data points
- statistical analysis
- data sets
- sensor data streams
- high dimensionality
- sensor networks
- dimensionality reduction
- low dimensional
- stream data
- similarity search
- statistical methods
- multi dimensional
- parameter space
- process control
- continuous data
- gene expression data
- incoming data
- continuous data streams
- outlier detection
- data distribution
- feature space
- feature selection