Modified embedding for multi-regime detection in nonstationary streaming data.
Evan KrimingerJosé Carlos PríncipeChoudur LakshminarayanPublished in: ICASSP (2011)
Keyphrases
- non stationary
- streaming data
- concept drift
- data streams
- anomaly detection
- mining data streams
- change detection
- evolving data streams
- data stream mining
- adaptive algorithms
- stream data
- data distribution
- sliding window
- random fields
- incoming data
- fractional brownian motion
- classification algorithm
- streaming time series
- massive data streams
- concept drifting data streams
- data mining
- empirical mode decomposition
- clustering algorithm
- learning algorithm
- machine learning