| 2013 | IWANN | Minimal Learning Machine: A New Distance-Based Method for Supervised Learning. | Amauri Holanda de Souza Jnior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, Olli Simula |
| 2013 | IWANN | Extreme Learning Machine: A Robust Modeling Technique? Yes! | Amaury Lendasse, Anton Akusok, Olli Simula, Francesco Corona, Mark van Heeswijk, Emil Eirola, Yoan Miche |
| 2013 | IWANN | Extending Extreme Learning Machine with Combination Layer. | Dusan Sovilj, Amaury Lendasse, Olli Simula |
| 2010 | ESANN | Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs. | Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, Michel Verleysen |
| 2008 | ESANN | A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM. | Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula, Amaury Lendasse |
| 2007 | IWANN | Advantages of Using Feature Selection Techniques on Steganalysis Schemes. | Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula |
| 2003 | ICANN | Self-Organizing Operator Maps in Complex System Analysis. | Pasi Lehtimki, Kimmo Raivio, Olli Simula |
| 2003 | IM | Analysis of Mobile Radio Access Network Using the Selforganizing Map. | Kimmo Raivio, Olli Simula, Jaana Laiho, Pasi Lehtimki |
| 2002 | ESANN | Mobile radio access network monitoring using the self-organizing map. | Pasi Lehtimki, Kimmo Raivio, Olli Simula |
| 2001 | ESANN | Interpretation and comparison of multivariate data partitions. | Esa Alhoniemi, Olli Simula |
| 2001 | ICDM | Neural Analysis of Mobile Radio Access Network. | Kimmo Raivio, Olli Simula, Jaana Laiho |
| 1999 | IWANN | SOM Based Analysis of Pulping Process Data. | Olli Simula, Esa Alhoniemi |
| 1998 | KES | Analysis of industrial systems using the self-organizing map. | Olli Simula, Juha Vesanto, Petri Vasara |
| 1997 | ICONIP | Analysis of Complex Systems Using the Self-Organizing Map. | Olli Simula, Esa Alhoniemi, Jaakko Hollmn, Juha Vesanto |
| 1990 | IJCNN | Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. | Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Vent, Jukka Henriksson |
| 1982 | ICASSP | Performance of an experimental data flow architecture for signal processing. | Klaus Kronlf, Jorma Skytt, Iiro Hartimo, Olli Simula |
| 1976 | ICASSP | Digital lattice filters with reduced number of multipliers. | Yrj Neuvo, Olli Simula |