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Statistical Analysis, Machine Learning and Image Analysis - SAMBA

The SAMBA department has comprehensive theoretical and practical knowledge in the fields of statistics, machine learning and image analysis. We are one of Europe's largest and most competent groups within applied statistics and statistical-matematical modelling. We cover a broad spectrum of methods and are a world leader in some of these areas. The appropriate choice of method for the various problems is thus one of our strengths. Many calculations involve uncertainty and the accurate calculation of this quantity is an important speciality.

Research areas

Last 5 scientific articles

    Kampffmeyer, Michael C.; Salberg, Arnt-Børre; Jenssen, Robert. Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks. IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops (ISSN 2160-7508). pp 680-688. doi: 10.1109/CVPRW.2016.90. 2016.

    Halvorsen, Sigrun; Ghanima, Waleed Khalid; Tvete, Ingunn Fride; Hoxmark, Cecilie; Falck, Pål; Solli, Oddvar; Jonasson, Christian. A nationwide registry study to compare bleeding rates in patients with atrial fibrillation being prescribed oral anticoagulants. European Heart Journal - Cardiovascular Pharmacotherapy (ISSN 2055-6837). 3(1) pp 28-36. doi: 10.1093/ehjcvp/pvw031. 2016. Full-text 

    Lison, Pierre; Meena, Raveesh. Automatic Turn Segmentation of Movie and TV Subtitles. In: 2016 Spoken Language Technology Workshop. (ISBN 978-1-5090-4902-8). pp 245-252. doi: 10.1109/SLT.2016.7846272. 2016.

    Steinbakk, Gunnhildur Högnadóttir; Thorarinsdottir, Thordis Linda; Reitan, Trond; Schlichting, Lena; Hølleland, Sondre; Engeland, Kolbjørn. Propagation of rating curve uncertainty in design flood estimation. Water resources research (ISSN 0043-1397). 52(9) pp 6897-6915. doi: 10.1002/2015WR018516. 2016.

    Hamar, Jarle Bauck; Salberg, Arnt Børre; Ardelean, Florina. Automatic detection and mapping of avalanches in SAR images. In: Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. (ISBN 978-1-5090-3332-4). pp 689-692. doi: 10.1109/IGARSS.2016.7729173. 2016. Full-text 

Publications in 2017, 2016, 2015, 2014, 2013, earlier years
Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
NO-0373 Oslo.
(+47) 22 85 25 00
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR