Shapelets-based Data Augmentation for Time Series Classification.
Peiyu LiSoukaïna Filali BoubrahimiShah Muhammad HamdiPublished in: ICMLA (2021)
Keyphrases
- data sets
- data analysis
- raw data
- data collection
- data sources
- training data
- small number
- complex data
- original data
- application domains
- synthetic data
- statistical analysis
- input data
- knowledge discovery
- machine learning
- data structure
- image data
- data processing
- prior knowledge
- high dimensional
- high dimensional data
- preprocessing
- spatial data
- data points
- data distribution
- test data
- data acquisition
- information retrieval
- noisy data
- data mining applications
- database