Adaptive Watermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams.
Ahmed AwadJonas TraubSherif SakrPublished in: EDBT (2019)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- data stream classification
- data distribution
- sliding window
- mining data streams
- drift detection
- evolving data streams
- non stationary
- change detection
- stream processing
- incremental clustering
- data stream mining
- stream data
- stream mining
- classification algorithm
- batch learning
- ensemble classifier
- concept descriptions
- machine learning
- high speed data streams
- outlier detection
- noisy data streams