Eric Séverin

Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, Amaury Lendasse: Regularized extreme learning machine for regression with missing data. Neurocomputing 102: 45-51 (2013)

Philippe du Jardin, Eric Séverin: Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time. European Journal of Operational Research 221(2): 378-396 (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. Decision Support Systems 51(3): 701-711 (2011)

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): 1976-1986 (2010)

Eric Séverin: Self organizing maps in corporate finance: Quantitative and qualitative analysis of debt and leasing. Neurocomputing 73(10-12): 2061-2067 (2010)

Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse: Ensembles of Locally Linear Models: Application to Bankruptcy Prediction. DMIN 2010: 280-286

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: 290-297

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: 764-769