Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams.
Wei FanYi-an HuangPhilip S. YuPublished in: ICDM (2004)
Keyphrases
- data sets
- decision trees
- data streams
- training data
- sliding window
- data structure
- data processing
- incoming data
- original data
- sensor data
- data collection
- data analysis
- streaming data
- knowledge discovery
- data distribution
- high quality
- evolving data streams
- historical data
- synthetic data
- database
- data sources
- anomaly detection
- high dimensional data
- statistical analysis
- feature space
- learning algorithm
- data mining
- data quality
- data mining techniques
- probability distribution
- stream data
- limited memory
- databases