Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach.
Omer Berat SezerA. Murat OzbayogluPublished in: Appl. Soft Comput. (2018)
Keyphrases
- image data
- image features
- single image
- image analysis
- image content
- input image
- test images
- edge detection
- image classification
- image segmentation
- image pixels
- template matching
- image representation
- convolutional neural networks
- stock market
- segmentation method
- high resolution
- image sequences
- image database
- non stationary
- low level
- multiscale
- image collections
- image registration
- spatial information
- image matching
- image retrieval
- pixel values
- similarity measure
- financial markets
- multivariate time series