On-demand Data Numerosity Reduction for Learning Artifacts.
Khamisi KalegeleHideyuki TakahashiJohan SveholmKazuto SasaiGen KitagataTetsuo KinoshitaPublished in: AINA (2012)
Keyphrases
- high quality
- prior knowledge
- data sets
- background knowledge
- data collection
- original data
- learning algorithm
- data analysis
- raw data
- data sources
- supervised learning
- small number
- data quality
- data points
- active learning
- neural network
- hidden variables
- learning models
- inductive inference
- complex data
- data distribution
- attribute values
- labeled data
- data mining techniques
- end users