State Street Corporation
TECHNIQUES TO FORECAST FINANCIAL DATA USING DEEP LEARNING

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Abstract:

The present disclosure describes techniques to forecast financial data using deep learning. These techniques are operative to transform time series data in a financial context into a machine learning model configured to predict future financial data. The machine learning model may implement a deep learning structure to account for a sequence-sequence prediction where a movement/distribution of the time series data is non-linear. The machine learning model may incorporate features related to one or more external factors affecting the future financial data. Other embodiments are described and claimed.

Status:
Application
Type:

Utility

Filling date:

15 Mar 2019

Issue date:

22 Jul 2021