Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification.
Hao ZhangZhendong PangJiangpeng WangTeng LiPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- training data
- computer systems
- human experts
- learning algorithm
- high quality
- data points
- synthetic data
- data processing
- statistical analysis
- data collection
- learning models
- raw data
- experimental data
- learning systems
- high dimensional data
- labeled data
- hidden variables
- signal processing
- nearest neighbor
- data sources
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- databases
- knowledge acquisition
- data mining techniques
- supervised learning
- learning process
- noisy data
- data quality
- video sequences