| 2001 | AISTATS | Are they really neighbors? A statistical analysis of the SOM algorithm output. | Eric de Bodt, Marie Cottrell, Michel Verleysen |
| 2001 | ESANN | Some known facts about financial data. | Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell |
| 2001 | ESANN | Input data reduction for the prediction of financial time series. | Amaury Lendasse, John Aldo Lee, Eric de Bodt, Vincent Wertz, Michel Verleysen |
| 2000 | ESANN | Bootstrapping Self-Organizing Maps to assess the statistical significance of local proximity. | Eric de Bodt, Marie Cottrell |
| 1999 | ESANN | Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm. | Eric de Bodt, Marie Cottrell, Michel Verleysen |
| 1999 | IWANN | Forecasting Financial Time Series through Intrinsic Dimension Estimation and Non-Linear Data Projection. | Michel Verleysen, Eric de Bodt, Amaury Lendasse |
| 1998 | ESANN | Forecasting time-series by Kohonen classification. | Amaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, Philippe Grgoire |
| 1997 | ESANN | Kohonen maps versus vector quantization for data analysis. | Eric de Bodt, Michel Verleysen, Marie Cottrell |
| 1997 | ICANN | A Powerful Tool for Fitting and Forecasting Deterministic and Stochastic Processes: The Kohonen Classification. | Eric de Bodt, Philippe Grgoire, Marie Cottrell |
| 1996 | ESANN | A Kohonen map representation to avoid misleading interpretations. | Marie Cottrell, Eric de Bodt |