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Philippe du Jardin

Professor

IT Coordinator

Main contributions

European Journal of Operational Research (2012 ; 2014 ; 2016 ; 2020), Decision Support Systems, (2011 ; 2018 ; 2021), Annals of Operations Research (2019 ; 2023), Information Sciences (2025), Computational Economics (2019 ; 2024), Expert Systems with Applications (2017), Journal of Forecasting (2024), Neurocomputing (2010 ; 2015), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

Discipline: Information System
Faculty: Strategy, Entrepreneurship & Operations
Expertise: Computer science
Data Mining, Neural Networks, Machine Learning

Bio

Philippe du Jardin, Ph.D, is Professor of computer science at EDHEC Business school. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

Publications of Philippe du Jardin

05.02.2025 - Article in a peer reviewed journal

A quantification approach of changes in firms' financial situation using neural networks for predicting bankruptcy

Philippe du Jardin
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Journal of Forecasting, Volume 44, February 2025, Pages 781 - 802

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01.01.2025 - Article in a peer reviewed journal

Designing Ensemble‑Based Models Using Neural Networks and Temporal Financial Profiles to Forecast Firms’ Financial Failure

Philippe du Jardin
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Computational Economics, Volume 65, January 2025, Pages 149 - 209

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01.01.2025 - Article in a peer reviewed journal

MRRFGNN: Multi-relation reconstruction and fusion graph neural network for stock crash prediction

Philippe du Jardin, Jun Wang, Lei Liao, Kaiyang Zhong, Muhammet Deveci, Jinghua Tan, Seifedine Kadry
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Information Sciences, Volume 689, January 2025

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01.05.2022 - Article in a peer reviewed journal

Designing topological data to forecast bankruptcy using convolutional neural networks

Philippe du Jardin
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Annals of Operations Research, Volume 325, May 2022, Pages 1291 - 1332

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13.06.2021 - Article in a peer reviewed journal

Dynamic self-organizing feature map-based models applied to bankruptcy prediction

Philippe du Jardin
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Decision Support Systems, Volume 147, June 2021, Pages 113576 - 113576

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