TADA: Temporal Adversarial Data Augmentation for Time Series Data.
Byeong Tak LeeJoon-Myoung KwonYong-Yeon JoPublished in: CoRR (2024)
Keyphrases
- temporal data
- data analysis
- data sets
- data points
- data collection
- original data
- database
- synthetic data
- spatio temporal
- prior knowledge
- knowledge discovery
- temporal information
- data distribution
- high dimensional data
- temporal dimension
- temporal patterns
- raw data
- data processing
- input data
- data mining techniques
- anomaly detection
- statistical analysis
- small number
- data objects
- data quality
- high quality
- training data
- probability distribution
- rare events