Time Series Augmentation based on Beta-VAE to Improve Classification Performance.
Domen KavranBorut ZalikNiko LukacPublished in: ICAART (2) (2022)
Keyphrases
- classification accuracy
- improve the classification accuracy
- pattern recognition
- text classification
- object classification
- machine learning
- supervised classification
- classification systems
- feature vectors
- feature extraction
- pattern classification
- classification process
- classification rate
- stock price
- classification method
- classification algorithm
- moving average
- classification scheme
- classification models
- stock market
- non stationary
- support vector machine svm
- training samples
- supervised learning
- support vector machine
- support vector
- feature selection