A Time-Series-Based Sample Amplification Model for Data Stream with Sparse Samples.

Juncheng Yang Wei Yu Fang Yu Shijun Li

Published in: Neural Process. Lett. (2024)

Keyphrases

data streams
probabilistic model
mathematical model
computational model
high level
financial time series
non stationary
similarity measure
prior knowledge
management system
input data
training set
objective function
sliding window
prediction model
sample points
decision trees