Detecting and Adapting to Concept Drift in Bioinformatics.
Michaela M. BlackRay J. HickeyPublished in: KELSI (2004)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- non stationary
- data stream mining
- drift detection
- incremental clustering
- change detection
- classification algorithm
- data distribution
- target concept
- evolving data streams
- data mining
- data stream classification
- batch learning
- concept descriptions
- high quality
- text mining
- data analysis
- machine learning
- sliding window
- incremental learning
- anomaly detection
- feature extraction