Eric Séverin

According to our database, Eric Séverin authored at least 18 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Earnings management visualization and prediction using machine learning methods.

David Veganzones, Eric Séverin

Int. J. Account. Inf. Syst., 2025

2021

Can earnings management information improve bankruptcy prediction models?

Eric Séverin, David Veganzones

Ann. Oper. Res., 2021

2018

An investigation of bankruptcy prediction in imbalanced datasets.

David Veganzones, Eric Séverin

Decis. Support Syst., 2018

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

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

2014

Long-term time series prediction using OP-ELM.

Alexander Grigorievskiy, Yoan Miche, Anne-Mari Ventelä, Eric Séverin, Amaury Lendasse

Neural Networks, 2014

Bankruptcy prediction using Extreme Learning Machine and financial expertise.

Qi Yu, Yoan Miche, Eric Séverin, Amaury Lendasse

Neurocomputing, 2014

Ensemble delta test-extreme learning machine (DT-ELM) for regression.

Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, Amaury Lendasse

Neurocomputing, 2014

Finding Originally Mislabels with MD-ELM.

Anton Akusok, David Veganzones, Yoan Miché, Eric Séverin, Amaury Lendasse

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Regularized extreme learning machine for regression with missing data.

Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, Amaury Lendasse

Neurocomputing, 2013

2012

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

2011

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

2010

OPELM and OPKNN in long-term prediction of time series using projected input data.

Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin

Neurocomputing, 2010

Self organizing maps in corporate finance: Quantitative and qualitative analysis of debt and leasing.

Eric Séverin

Neurocomputing, 2010

OP-KNN: Method and Applications.

Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin

Adv. Artif. Neural Syst., 2010

Ensembles of Locally Linear Models: Application to Bankruptcy Prediction.

Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse

Proceedings of The 2010 International Conference on Data Mining, 2010

2009

Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database.

Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008

Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.

Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008