Learning from Time-Changing Data with Adaptive Windowing.
Albert BifetRicard GavaldàPublished in: SDM (2007)
Keyphrases
- data sets
- data quality
- data processing
- synthetic data
- database
- training data
- high quality
- prior knowledge
- data sources
- learning algorithm
- data structure
- learning process
- data objects
- original data
- noisy data
- raw data
- learning models
- neural network
- active learning
- image data
- data points
- supervised learning
- data distribution
- complex data
- social networks
- data analysis
- knowledge discovery
- learning tasks
- statistical methods
- missing data
- learning systems
- high dimensional data
- statistical analysis
- data collection
- small number
- input data