Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy. - Philippe du Jardin (Neurocomputing, 2010)

Predicting corporate bankruptcy using a self-organizing map: An empirical study to improve the forecasting horizon of a financial failure model. - Philippe du Jardin; Eric Séverin (Decis. Support Syst., 2011)

Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time. - Philippe du Jardin; Eric Séverin (Eur. J. Oper. Res., 2012)

Bankruptcy prediction using terminal failure processes. - Philippe du Jardin (Eur. J. Oper. Res., 2015)

MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model. - Anton Akusok; David Veganzones; Yoan Miché; Kaj-Mikael Björk; Philippe du Jardin; Eric Séverin; Amaury Lendasse (Neurocomputing, 2015)

SOM-ELM - Self-Organized Clustering using ELM. - Yoan Miché; Anton Akusok; David Veganzones; Kaj-Mikael Björk; Eric Séverin; Philippe du Jardin; Maite Termenon; Amaury Lendasse (Neurocomputing, 2015)

A two-stage classification technique for bankruptcy prediction. - Philippe du Jardin (Eur. J. Oper. Res., 2016)

Dynamics of firm financial evolution and bankruptcy prediction. - Philippe du Jardin (Expert Syst. Appl., 2017)

Failure pattern-based ensembles applied to bankruptcy forecasting. - Philippe du Jardin (Decis. Support Syst., 2018)

Forecasting bankruptcy using biclustering and neural network-based ensembles. - Philippe du Jardin (Ann. Oper. Res., 2021)

Dynamic self-organizing feature map-based models applied to bankruptcy prediction. - Philippe du Jardin (Decis. Support Syst., 2021)

Forecasting corporate failure using ensemble of self-organizing neural networks. - Philippe du Jardin (Eur. J. Oper. Res., 2021)

Designing topological data to forecast bankruptcy using convolutional neural networks. - Philippe du Jardin (Ann. Oper. Res., 2023)

MRRFGNN: Multi-relation reconstruction and fusion graph neural network for stock crash prediction. - Jun Wang 089; Lei Liao; Kaiyang Zhong; Muhammet Deveci; Philippe du Jardin; Jinghua Tan; Seifedine Nimer Kadry (Inf. Sci., 2025)