Eric Séverin

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 2

Top Topics

Kohonen Self Organizing Maps

Gaussian Processes

Extreme Learning Machines

Bankruptcy Prediction

Top Venues

Decis. Support Syst.

Ann. Oper. Res.

Publications

Eric Séverin, David Veganzones
Can earnings management information improve bankruptcy prediction models? Ann. Oper. Res. 306 (1) (2021)
David Veganzones, Eric Séverin
An investigation of bankruptcy prediction in imbalanced datasets. Decis. Support Syst. 112 (2018)
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 (2015)
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 (2015)
Qi Yu, Yoan Miche, Eric Séverin, Amaury Lendasse
Bankruptcy prediction using Extreme Learning Machine and financial expertise. Neurocomputing 128 (2014)
Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, Amaury Lendasse
Ensemble delta test-extreme learning machine (DT-ELM) for regression. Neurocomputing 129 (2014)
Alexander Grigorievskiy, Yoan Miche, Anne-Mari Ventelä, Eric Séverin, Amaury Lendasse
Long-term time series prediction using OP-ELM. Neural Networks 51 (2014)
Anton Akusok, David Veganzones, Yoan Miché, Eric Séverin, Amaury Lendasse
Finding Originally Mislabels with MD-ELM. ESANN (2014)
Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, Amaury Lendasse
Regularized extreme learning machine for regression with missing data. Neurocomputing 102 (2013)
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) (2012)
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) (2011)
Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse
Ensembles of Locally Linear Models: Application to Bankruptcy Prediction. DMIN (2010)
Eric Séverin
Self organizing maps in corporate finance: Quantitative and qualitative analysis of debt and leasing. Neurocomputing 73 (10-12) (2010)
Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin
OP-KNN: Method and Applications. Adv. Artif. Neural Syst. 2010 (2010)
Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin
OPELM and OPKNN in long-term prediction of time series using projected input data. Neurocomputing 73 (10-12) (2010)
Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database. WSOM (2009)
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. HIS (2008)