Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data.
Peikun GuoHuiyuan YangAkane SanoPublished in: ICHI (2023)
Keyphrases
- empirical studies
- data processing
- data sets
- data analysis
- real world data sets
- database
- high dimensional data
- training data
- high quality
- data points
- data mining techniques
- raw data
- statistical methods
- labeled data
- data mining methods
- original data
- data collection
- data sources
- data reduction
- prior knowledge
- synthetic data
- statistical analysis
- human experts
- probability distribution
- spectral clustering
- data mining applications
- temporal data
- blood pressure