A Unified Deep Learning Model for Time Series Data Prediction

摘要

An integrated deep learning analysis method is disclosed. An integrated deep learning analysis method according to an embodiment may include receiving time series data; Converting the time series data into a frequency domain to generate frequency data; Generating features corresponding to the time series data by using a plurality of first neural networks receiving time series data and a plurality of second neural networks receiving frequency data; Combining features generated corresponding to at least one output category; And based on the combined features, outputting result data of at least one output category.