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2020 – today
- 2025
[j14]Jun Wang, Lei Liao, Kaiyang Zhong, Muhammet Deveci, Philippe du Jardin, Jinghua Tan, Seifedine Nimer Kadry:
MRRFGNN: Multi-relation reconstruction and fusion graph neural network for stock crash prediction. Inf. Sci. 689: 121507 (2025)- 2023
- [j13]Philippe du Jardin
:
Designing topological data to forecast bankruptcy using convolutional neural networks. Ann. Oper. Res. 325(2): 1291-1332 (2023) - 2021
- [j12]Philippe du Jardin:
Forecasting bankruptcy using biclustering and neural network-based ensembles. Ann. Oper. Res. 299(1): 531-566 (2021) - [j11]Philippe du Jardin:
Dynamic self-organizing feature map-based models applied to bankruptcy prediction. Decis. Support Syst. 147: 113576 (2021) - [j10]Philippe du Jardin:
Forecasting corporate failure using ensemble of self-organizing neural networks. Eur. J. Oper. Res. 288(3): 869-885 (2021)
2010 – 2019
- 2018
- [j9]Philippe du Jardin:
Failure pattern-based ensembles applied to bankruptcy forecasting. Decis. Support Syst. 107: 64-77 (2018) - 2017
- [j8]Philippe du Jardin:
Dynamics of firm financial evolution and bankruptcy prediction. Expert Syst. Appl. 75: 25-43 (2017) - 2016
- [j7]Philippe du Jardin:
A two-stage classification technique for bankruptcy prediction. Eur. J. Oper. Res. 254(1): 236-252 (2016) - 2015
- [j6]Philippe du Jardin:
Bankruptcy prediction using terminal failure processes. Eur. J. Oper. Res. 242(1): 286-303 (2015) - [j5]Anton Akusok, David Veganzones, Yoan Miché, Kaj-Mikael Björk, Philippe du Jardin, Eric Séverin, Amaury Lendasse:
MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model. Neurocomputing 159: 242-250 (2015) - [j4]Yoan Miché, Anton Akusok, David Veganzones, Kaj-Mikael Björk, Eric Séverin, Philippe du Jardin, Maite Termenon, Amaury Lendasse:
SOM-ELM - Self-Organized Clustering using ELM. Neurocomputing 165: 238-254 (2015) - 2012
- [j3]Philippe du Jardin, Eric Séverin:
Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time. Eur. J. Oper. Res. 221(2): 378-396 (2012) - 2011
- [j2]Philippe du Jardin, Eric Séverin:
Predicting corporate bankruptcy using a self-organizing map: An empirical study to improve the forecasting horizon of a financial failure model. Decis. Support Syst. 51(3): 701-711 (2011) - 2010
- [j1]Philippe du Jardin:
Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy. Neurocomputing 73(10-12): 2047-2060 (2010)
Coauthor Index
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