Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data.
Peikun GuoHuiyuan YangAkane SanoPublished in: CoRR (2023)
Keyphrases
- empirical studies
- data sets
- data analysis
- data collection
- raw data
- high quality
- data mining techniques
- data processing
- machine learning methods
- real world data sets
- knowledge discovery
- data mining methods
- database
- data structure
- training data
- sequential data
- image data
- high dimensional data
- synthetic data
- data representations
- computer systems
- data points
- preprocessing
- machine learning
- missing values
- semi supervised
- historical data
- data reduction
- data sources
- uci datasets