Philippe Du Jardin

Professor

IT Coordinator

Main contributions

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

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

Bio

Philippe du Jardin, Ph.D, is Associate Professor of Information technology 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

11.05.2022 - 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, May 2022, Pages 1 - 36


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


01.04.2021 - Article in a peer reviewed journal

Forecasting bankruptcy using biclustering and neural network-based ensembles

Philippe Du Jardin
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Annals of Operations Research, Volume 299, April 2021, Pages 531 - 566


01.02.2021 - Article in a peer reviewed journal

Forecasting corporate failure using ensemble of self-organizing neural networks

Philippe Du Jardin
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European Journal of Operational Research, Volume 288, February 2021, Pages 869 - 885


11.05.2019 - Article in a peer reviewed journal

Forecasting corporate bankruptcy using accrual-based models

Philippe Du Jardin, Séverin Eric, Veganzones David
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Computational Economics, Volume 54, May 2019, Pages 7 - 43