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.
Last 5 scientific articles
Guttorp, Peter; Särkkä, Aila; Ylitalo, Anna-Kaisa. What we look at in paintings: A comparison between experienced and inexperienced art viewers. Annals of Applied Statistics (ISSN 1932-6157). 10(2) pp 549-574. doi: 10.1214/16-AOAS921. 2016.
Pettersen, Jostein Mulder; Brynildsrud, Ola Brønstad; Huseby, Ragnar Bang; Rich, Karl; Aunsmo, Arnfinn; Jensen, Britt Bang; Aldrin, Magne Tommy. The epidemiological and economic effects from systematic depopulation of Norwegian marine salmon farms infected with pancreas disease virus. Preventive Veterinary Medicine (ISSN 0167-5877). 132 pp 113-124. doi: 10.1016/j.prevetmed.2016.09.001. 2016.
Lillenes, Meryl Sønderby; Rabano, Alberto; Støen, Mari; Riaz, Tahira; Misaghian, Dorna; Møllersen, Linda; Esbensen, Qin Ying; Günther, Clara-Cecilie; Selnes, Per; Stenset, Vidar; Fladby, Tormod; Tonjum, Tone. Altered DNA base excision repair profile in brain tissue and blood in Alzheimer’s disease. Molecular Brain (ISSN 1756-6606). 9:61 doi: 10.1186/s13041-016-0237-z. 2016.
Wold, Jens Petter; Kermit, Martin Andreas; Segtnan, Vegard. Chemical Imaging of Heterogeneous Muscle Foods Using Near-Infrared Hyperspectral Imaging in Transmission Mode. Applied Spectroscopy (ISSN 0003-7028). 70(6) pp 953-961. doi: 10.1177/0003702816641260. 2016.
Guttorp, Peter; Ylitalo, Anna-Kaisa; Särkkä, Aila. What we look at in paintings: A comparison between experienced and non-experienced art viewers. Annals of Applied Statistics (ISSN 1932-6157). 10(2) pp 549-574. doi: 10.1214/16-AOAS921. 2016.