no code implementations • 11 Dec 2023 • Zina-Sabrina Duma, Jouni Susiluoto, Otto Lamminpää, Tuomas Sihvonen, Satu-Pia Reinikainen, Heikki Haario
Only a few studies have been conducted on optimizing the kernel parameters for K-PLS.
no code implementations • 20 Jun 2022 • Sebastian Springer, Aldo Glielmo, Angelina Senchukova, Tomi Kauppi, Jarkko Suuronen, Lassi Roininen, Heikki Haario, Andreas Hauptmann
Thus, here we propose the use of a Dimension reduced Kalman Filter to accumulate information between slices and allow for sufficiently accurate reconstructions for further assessment of the object.
1 code implementation • 15 Apr 2020 • Antti Solonen, Ramona Maraia, Sebastian Springer, Heikki Haario, Marko Laine, Olle Räty, Jukka-Pekka Jalkanen, Matti Antola
The benefits of such an approach are two-fold; 1) we can borrow information about parameters that are not well informed by the vessel-specific data using data from similar ships, and 2) we can use the final hierarchical model to predict the behavior of a vessel from which we don't have any data, based only on its characteristics.
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no code implementations • 3 Jun 2019 • Sahar Zafari, Mariia Murashkina, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario
This paper introduces a novel method for segmentation of clustered partially overlapping convex objects in silhouette images.