Scarcity of Labels in Non-Stationary Data Streams: A Survey.
Conor FahyShengxiang YangMario GongoraPublished in: ACM Comput. Surv. (2023)
Keyphrases
- non stationary
- concept drift
- data streams
- streaming data
- adaptive algorithms
- sliding window
- stream data
- white noise
- autoregressive
- class labels
- blind source separation
- sensor networks
- object detection
- empirical mode decomposition
- stock price
- biomedical signals
- spatio temporal
- fractional brownian motion
- temporal evolution
- training data
- change detection
- classification algorithm
- training set
- hidden markov models