Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey.
Zijun GaoLingbo LiTianhua XuPublished in: CoRR (2023)
Keyphrases
- data collection
- data sets
- data sources
- database
- data analysis
- data structure
- synthetic data
- training data
- high quality
- data quality
- input data
- data points
- computer systems
- data processing
- missing data
- image data
- knowledge discovery
- original data
- test data
- machine learning
- application domains
- data distribution
- complex data
- data acquisition
- statistical analysis
- sensor networks
- nearest neighbor
- end users
- information retrieval
- data mining
- real world
- databases
- real time