Evaluating data augmentation for financial time series classification.
Elizabeth FonsPaula DawsonXiao-Jun ZengJohn A. KeaneAlexandros IosifidisPublished in: CoRR (2020)
Keyphrases
- data sets
- database
- data collection
- data analysis
- data processing
- complex data
- data structure
- image data
- data quality
- raw data
- prior knowledge
- small number
- synthetic data
- data distribution
- statistical methods
- dynamic time warping
- historical data
- data mining
- original data
- statistical analysis
- computer systems
- website
- training data
- distance measure
- data points