GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction.
Jiacheng ZhuJielin QiuZhuolin YangDouglas WeberMichael A. RosenbergEmerson LiuBo LiDing ZhaoPublished in: MLHC (2022)
Keyphrases
- data sets
- database
- training data
- raw data
- historical data
- synthetic data
- high dimensional data
- data collection
- data quality
- probability distribution
- data objects
- small number
- original data
- data analysis
- high quality
- data structure
- databases
- data distribution
- sensor data
- attribute values
- prior knowledge
- video sequences
- data processing
- knowledge discovery
- end users
- data sources