Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data.
Xiao-Lu SongYan-Lin HeXing-Yuan LiQun-Xiong ZhuYuan XuPublished in: Expert Syst. Appl. (2023)
Keyphrases
- data sets
- high quality
- database
- small fraction
- complex data
- data quality
- statistical analysis
- data distribution
- statistical methods
- small number
- synthetic data
- data processing
- data acquisition
- prior knowledge
- data analysis
- test data
- original data
- generation method
- data collection
- input data
- data mining techniques
- social media
- data model
- website
- information systems
- information retrieval
- databases