Eric Séverin

19 papers B 1C 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identification and visualisation of zombie firms using self-organizing maps.
Ann. Oper. Res.
David Veganzones, Eric Séverin
2025 J jnl
Earnings management visualization and prediction using machine learning methods.
Int. J. Account. Inf. Syst.
David Veganzones, Eric Séverin
2021 J jnl
Can earnings management information improve bankruptcy prediction models?
Ann. Oper. Res.
Eric Séverin, David Veganzones
2018 J jnl
An investigation of bankruptcy prediction in imbalanced datasets.
Decis. Support Syst.
David Veganzones, Eric Séverin
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
2014 J jnl
Bankruptcy prediction using Extreme Learning Machine and financial expertise.
Neurocomputing
Qi Yu, Yoan Miche, Eric Séverin, Amaury Lendasse
2014 J jnl
Ensemble delta test-extreme learning machine (DT-ELM) for regression.
Neurocomputing
Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, Amaury Lendasse
2014 B conf
Finding Originally Mislabels with MD-ELM.
ESANN
Anton Akusok, David Veganzones, Yoan Miché, Eric Séverin, Amaury Lendasse
2014 J jnl
Long-term time series prediction using OP-ELM.
Neural Networks
Alexander Grigorievskiy, Yoan Miche, Anne-Mari Ventelä, Eric Séverin, Amaury Lendasse
2013 J jnl
Regularized extreme learning machine for regression with missing data.
Neurocomputing
Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, 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 — conf
Ensembles of Locally Linear Models: Application to Bankruptcy Prediction.
DMIN
Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse
2010 J jnl
OP-KNN: Method and Applications.
Adv. Artif. Neural Syst.
Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin
2010 J jnl
OPELM and OPKNN in long-term prediction of time series using projected input data.
Neurocomputing
Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin
2010 J jnl
Self organizing maps in corporate finance: Quantitative and qualitative analysis of debt and leasing.
Neurocomputing
Eric Séverin
2009 — conf
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database.
WSOM
Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse
2008 C conf
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.
HIS
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo