SimMix: Local similarity-aware data augmentation for time series.
Pin LiuYuxuan GuoPengpeng ChenZhijun ChenRui WangYuzhu WangBin ShiPublished in: Expert Syst. Appl. (2024)
Keyphrases
- data sets
- statistical analysis
- synthetic data
- data distribution
- raw data
- training data
- data analysis
- image data
- data sources
- knowledge discovery
- sensor data
- data collection
- data processing
- user defined
- data structure
- high quality
- data quality
- input data
- high dimensional data
- probability distribution
- prior knowledge
- decision trees