Jean-Marc Patenaude

12 papers A* 2A 1B 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting.
ACM Comput. Surv.
Pierre-Daniel Arsenault, Shengrui Wang, Jean-Marc Patenaude
2024 — conf
FR
PAKDD (6)
Abdallah Aaraba, Shengrui Wang, Jean-Marc Patenaude
2024 — conf
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting.
PAKDD (6)
Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
2024 A conf
RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets.
SDM
Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
2023 J jnl
Characterizing Financial Market Coverage using Artificial Intelligence.
CoRR
Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza, Armelle Brun, Jean-Marc Patenaude, Shengrui Wang, Belkacem Chikhaoui
2023 A* conf
Rethinking Temporal Dependencies in Multiple Time Series: A Use Case in Financial Data.
ICDM
Patrick Asante Owusu, Etienne Gael Tajeuna, Jean-Marc Patenaude, Armelle Brun, Shengrui Wang
2022 — conf
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting.
DEXA (2)
Rongbo Chen, Mingxuan Sun, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang
2022 B conf
Dynamic Cross-sectional Regime Identification for Financial Market Prediction.
COMPSAC
Rongbo Chen, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang
2021 J jnl
Neural forecasting at scale.
CoRR
Philippe Chatigny, Shengrui Wang, Jean-Marc Patenaude, Boris N. Oreshkin
2021 J jnl
Spatiotemporal adaptive neural network for long-term forecasting of financial time series.
Int. J. Approx. Reason.
Philippe Chatigny, Jean-Marc Patenaude, Shengrui Wang
2020 J jnl
Financial Time Series Representation Learning.
CoRR
Philippe Chatigny, Jean-Marc Patenaude, Shengrui Wang
2018 A* conf
A Variable-Order Regime Switching Model to Identify Significant Patterns in Financial Markets.
ICDM
Philippe Chatigny, Rongbo Chen, Jean-Marc Patenaude, Shengrui Wang