Few-Shot Learning Using Data Augmentation and Time-Frequency Transformation for Time Series Classification.
Hao ZhangZhendong PangJiangpeng WangTeng LiPublished in: RICAI (2023)
Keyphrases
- data sets
- synthetic data
- prior knowledge
- data sources
- database
- data structure
- data collection
- data processing
- image data
- temporal information
- background knowledge
- learning systems
- computer systems
- input data
- learning tasks
- data points
- learning process
- data analysis
- neural network
- raw data
- original data
- noisy data
- data quality
- nearest neighbor
- end users
- active learning
- reinforcement learning
- learning algorithm