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), Computational Economics (2019), Expert Systems with Applications (2017), 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)
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
Designing topological data to forecast bankruptcy using convolutional neural networks
Annals of Operations Research, Volume 325, May 2022, Pages 1291 - 1332
Dynamic self-organizing feature map-based models applied to bankruptcy prediction
Decision Support Systems, Volume 147, June 2021, Pages 113576 - 113576
Forecasting bankruptcy using biclustering and neural network-based ensembles
Annals of Operations Research, Volume 299, April 2021, Pages 531 - 566
Forecasting corporate failure using ensemble of self-organizing neural networks
European Journal of Operational Research, Volume 288, February 2021, Pages 869 - 885
Forecasting corporate bankruptcy using accrual-based models
Computational Economics, Volume 54, May 2019, Pages 7 - 43