| 2009 | CVPR | Incremental Bayesian learning of feature points from natural images. | Miika Toivanen, Jouko Lampinen |
| 2009 | DICTA | Incremental Object Matching with Bayesian Methods and Particle Filters. | Miika Toivanen, Jouko Lampinen |
| 2009 | IJCCI | Probabilistic View on Self-organizing Maps and Dimension Reduction. | Jouko Lampinen |
| 2004 | BMVC | A Bayesian Occlusion Model for Sequential Object Matching. | Toni Tamminen, Jouko Lampinen |
| 2004 | ICIP | Efficient proposal distributions for MCMC image segmentation. | Timo Kostiainen, Jouko Lampinen |
| 2004 | IJCNN | Time series prediction by Kalman smoother with cross-validated noise density. | Simo Srkk, Aki Vehtari, Jouko Lampinen |
| 2004 | IJCNN | Time series prediction by Kalman smoother with cross-validated noise density. | Simo Srkk, Aki Vehtari, Jouko Lampinen |
| 2000 | ESANN | Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation. | Jouko Lampinen, Timo Kostiainen |
| 2000 | ESANN | Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. | Markus Varsta, Jukka Heikkonen, Jouko Lampinen |
| 2000 | IJCNN | Improved Rotational Invariance for Statistical Inverse in Electrical Impedance Tomography. | Jani Lahtinen, Tomas Martinsen, Jouko Lampinen |
| 2000 | IJCNN | On MCMC Sampling in Bayesian MLP Neural Networks. | Aki Vehtari, Simo Srkk, Jouko Lampinen |
| 1999 | IJCNN | Overtraining and model selection with the self-organizing map. | Jouko Lampinen, Timo Kostiainen |
| 1999 | IJCNN | Selection of training samples for learning with hints. | Jouko Lampinen, Paula Litkey, Harri Hakkarainen |
| 1999 | IJCNN | Application of Bayesian neural network in electrical impedance tomography. | Jouko Lampinen, Aki Vehtari, Kimmo Leinonen |
| 1999 | IJCNN | Bayesian neural networks with correlating residuals. | Aki Vehtari, Jouko Lampinen |
| 1997 | ICANN | Experiments on Regularizing MLP Models with Background Knowledge. | Arto Selonen, Jouko Lampinen |
| 1986 | ICASSP | A fast local PPF restoration filter. | Erkki Oja, Jouko Lampinen |