The research is still undergoing, will be releasing soon.
Some Ideas:
- when making a prediction, one should perceive the world as a whole.
- information flows (or pulse) always take time to transport, and the time could be measured by corss-correlation.
- the exist of auto correlation would corrupt the cross correlation information and thus need to be preprocessed.
- Recurrent neural network or SVM is good at capturing hidden relation without making much assumptions.