74 citations · 77 across the 2 of their papers we have counts for
3 papers
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting
Pierre-Daniel Arsenault, Shengrui Wang, Jean-Marc Patenande
Artificial Intelligence (AI) models have reached a very significant level of accuracy. While their superior performance offers considerable benefits, their inherent complexity ofte…
Characterizing Financial Market Coverage using Artificial Intelligence
Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu +7
This paper scrutinizes a database of over 4900 YouTube videos to characterize financial market coverage. Financial market coverage generates a large number of videos. Therefore, wa…
Spatiotemporal Adaptive Neural Network for Long-term Forecasting of Financial Time Series
Philippe Chatigny, Jean-Marc Patenaude, Shengrui Wang
Optimal decision-making in social settings is often based on forecasts from time series (TS) data. Recently, several approaches using deep neural networks (DNNs) such as recurrent…