1D convolutional neural networks for chart pattern classification in financial time series.
Liying LiuYain-Whar SiPublished in: J. Supercomput. (2022)
Keyphrases
- pattern classification
- financial time series
- convolutional neural networks
- stock market
- financial time series forecasting
- convolutional network
- financial data
- non stationary
- stock price
- turning points
- nearest neighbor rule
- exchange rate
- pattern recognition
- feature extraction
- multivariate time series
- pattern classification problems
- discriminant embedding
- high dimensional