Timo Kostiainen

According to our database, Timo Kostiainen authored at least 5 papers between 1999 and 2006.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2006

Studies in probabilistic methods for scene analysis.

Timo Kostiainen

PhD thesis, 2006

2004

Efficient proposal distributions for MCMC image segmentation.

Timo Kostiainen, Jouko Lampinen

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

On the generative probability density model in the self-organizing map.

Timo Kostiainen, Jouko Lampinen

Neurocomputing, 2002

2000

Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation.

Jouko Lampinen, Timo Kostiainen

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

Overtraining and model selection with the self-organizing map.

Jouko Lampinen, Timo Kostiainen

Proceedings of the International Joint Conference Neural Networks, 1999