Data-efficient performance learning for configurable systems.
Jianmei GuoDingyu YangNorbert SiegmundSven ApelAtrisha SarkarPavel ValovKrzysztof CzarneckiAndrzej WasowskiHuiqun YuPublished in: Empir. Softw. Eng. (2018)
Keyphrases
- prior knowledge
- data sets
- data analysis
- data sources
- learning systems
- data collection
- raw data
- data distribution
- statistical analysis
- data processing
- computer systems
- database
- data structure
- hidden variables
- data mining techniques
- knowledge discovery
- synthetic data
- background knowledge
- labeled data
- noisy data
- original data
- databases
- learning tasks
- network structure
- neural network
- learning process
- unsupervised learning
- data model
- data points
- input data
- small number
- image data