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Browsing by Author "Sarkka, Simo"

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Title: Automatic Sleep Arousal Detection Using State Distance Analysis in Phase Space Author(s): Zabihi, Morteza; Rad, Ali Bahrami; Sarkka, Simo; Kiranyaz, Serkan; Katsaggelos, Aggelos K.; Gabbouj, Moncef Date: 2018-09-01 Series: Computing in Cardiology Conference, CinC 2018, Computing in Cardiology, Volume 2018-September
Title: Machine Learning Methods for Neonatal Mortality and Morbidity Classification Author(s): Jaskari, Joel; Myllarinen, Janne; Leskinen, Markus; Rad, Ali Bahrami; Hollmén, Jaakko; Andersson, Sture; Sarkka, Simo Date: 2020-07-02 Series: IEEE Access, Volume 8
Title: Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes Author(s): Solin, Arno; Kok, Manon; Wahlstrom, Niklas; Schon, Thomas B.; Sarkka, Simo Date: 2018 Series: IEEE Transactions on Robotics, Volume 34, issue 4
Title: Posterior linearisation filter for non-linear state transformation noises Author(s): Raitoharju, Matti; Hostettler, Roland; Sarkka, Simo Date: 2022 Series: 2022 25th International Conference on Information Fusion, FUSION 2022
Title: Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification Author(s): Jaskari, Joel; Sahlsten, Jaakko; Damoulas, Theodoros; Knoblauch, Jeremias; Sarkka, Simo; Karkkainen, Leo; Hietala, Kustaa; Kaski, Kimmo K. Date: 2022 Series: IEEE Access, Volume 10
Title: Updates in Bayesian Filtering by Continuous Projections on a Manifold of Densities Author(s): Tronarp, Filip; Sarkka, Simo Date: 2019-05-01 Series: 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Volume 2019-May