Philippe du Jardin

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-graph learning framework to fuse heterogeneous market information for stock forecasting.
Expert Syst. Appl.
Zhixi Li, Jie Xiong, Jun Wang, Jinghua Tan, Philippe du Jardin, Muhammet Deveci, Kaiyang Zhong
2025 J jnl
Ensemble learning for operations research and business analytics.
Ann. Oper. Res.
Koen W. De Bock, Matthias Bogaert, Philippe du Jardin
2025 J jnl
MRRFGNN: Multi-relation reconstruction and fusion graph neural network for stock crash prediction.
Inf. Sci.
Jun Wang, Lei Liao, Kaiyang Zhong, Muhammet Deveci, Philippe du Jardin, Jinghua Tan, Seifedine Nimer Kadry
2023 J jnl
Designing topological data to forecast bankruptcy using convolutional neural networks.
Ann. Oper. Res.
Philippe du Jardin
2021 J jnl
Dynamic self-organizing feature map-based models applied to bankruptcy prediction.
Decis. Support Syst.
Philippe du Jardin
2021 J jnl
Forecasting bankruptcy using biclustering and neural network-based ensembles.
Ann. Oper. Res.
Philippe du Jardin
2021 J jnl
Forecasting corporate failure using ensemble of self-organizing neural networks.
Eur. J. Oper. Res.
Philippe du Jardin
2018 J jnl
Failure pattern-based ensembles applied to bankruptcy forecasting.
Decis. Support Syst.
Philippe du Jardin
2017 J jnl
Dynamics of firm financial evolution and bankruptcy prediction.
Expert Syst. Appl.
Philippe du Jardin
2016 J jnl
A two-stage classification technique for bankruptcy prediction.
Eur. J. Oper. Res.
Philippe du Jardin
2015 J jnl
Bankruptcy prediction using terminal failure processes.
Eur. J. Oper. Res.
Philippe du Jardin
2015 J jnl
MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model.
Neurocomputing
Anton Akusok, David Veganzones, Yoan Miché, Kaj-Mikael Björk, Philippe du Jardin, Eric Séverin, Amaury Lendasse
2015 J jnl
SOM-ELM - Self-Organized Clustering using ELM.
Neurocomputing
Yoan Miché, Anton Akusok, David Veganzones, Kaj-Mikael Björk, Eric Séverin, Philippe du Jardin, Maite Termenon, Amaury Lendasse
2012 J jnl
Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time.
Eur. J. Oper. Res.
Philippe du Jardin, Eric Séverin
2011 J jnl
Predicting corporate bankruptcy using a self-organizing map: An empirical study to improve the forecasting horizon of a financial failure model.
Decis. Support Syst.
Philippe du Jardin, Eric Séverin
2010 J jnl
Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy.
Neurocomputing
Philippe du Jardin