Publications by department

Publications by department

Department: SAMBA
Period: 2021 - 2021

    Academic journal articles

    2021

    Aldrin, Magne Tommy; Huseby, Ragnar Bang; Jensen, Britt Bang; Jansen, Mona Dverdal. Evaluating effects of different control strategies for Infectious Salmon Anaemia (ISA) in marine salmonid farming by scenario simulation using a disease transmission model. Preventive Veterinary Medicine (ISSN 0167-5877). 191:1055360 pp 1-8. doi: 10.1016/j.prevetmed.2021.105360. 2021.

    Binde, Caroline Ditlev; Tvete, Ingunn Fride; Klemp, Marianne. Time until Need for Levodopa among New Users of Dopamine Agonists or MAO-B Inhibitors. Parkinson's Disease (ISSN 2090-8083). doi: 10.1155/2021/9952743. 2021.

    Breivik, Olav Nikolai; Aanes, Fredrik L; Søvik, Guldborg; Aglen, Asgeir; Mehl, Sigbjørn; Johnsen, Espen. Predicting abundance indices in areas without coverage with a latent spatio-temporal Gaussian model. ICES Journal of Marine Science (ISSN 1054-3139). doi: https://doi.org/10.1093/icesjms/fsab073. 2021.

    Brekke, Pål Haugar; Rama, Taraka; Pilán, Ildikó; Nytrø, Øystein; Øvrelid, Lilja. Synthetic data for annotation and extraction of family history information from clinical text. Journal of Biomedical Semantics (ISSN 2041-1480). 12(11) doi: 10.1186/s13326-021-00244-2. 2021.

    Brødholt, Elin Therese; Günther, Clara-Cecilie; Gautvik, Kaare M; Sjøvold, Torstein; Holck, Per. Bone mineral density through history: Dual-energy X-ray absorptiometry in archaeological populations of Norway. Journal of Archaeological Science: Reports (ISSN 2352-409X). 36 2021.

    Choi, Changkyu; Kampffmeyer, Michael; Handegard, Nils Olav; Salberg, Arnt Børre; Brautaset, Olav; Eikvil, Line; Jenssen, Robert. Semi-supervised target classification in multi-frequency echosounder data. ICES Journal of Marine Science (ISSN 1054-3139). 2021.

    Dean, Katharine Rose; Aldrin, Magne Tommy; Qviller, Lars; Helgesen, Kari Marie Olli; Jansen, Peder Andreas; Jensen, Britt Bang. Simulated effects of increasing salmonid production on sea lice populations in Norway. Epidemics (ISSN 1755-4365). 2021.

    Deilkås, Ellen C Tveter; Haugen, Marion; Risberg, Madeleine Borgstedt; Narbuvold, Hanne; Flesland, Øystein; Nylen, Urban; Rutberg, Hans. Longitudinal rates of hospital adverse events that contributed to death in Norway and Sweden from 2013 to 2018. Journal of Patient Safety and Risk Management (ISSN 2516-0443). 26(4) pp 153-160. doi: 10.1177/25160435211026125. 2021.

    Günther, Clara-Cecilie; Gautvik, Kaare M; Holck, Per; Sjøvold, Torstein. Bone mineral density through history: Dual-energy X-ray absorptiometry in archaeological populations of Norway. Journal of Archaeological Science: Reports (ISSN 2352-409X). doi: 10.1016/j.jasrep.2021.102792. 2021.

    Jensen, Britt Bang; Dean, Katharine Rose; Huseby, Ragnar Bang; Aldrin, Magne Tommy; Qviller, Lars. Realtime simulations of transmission of Pancreas Disease (PD) in Norwegian salmonid farming for disease control purposes. Epidemics (ISSN 1755-4365). 2021.

    Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre. Self-constructing graph neural networks to model long-range pixel dependencies for semantic segmentation of remote sensing images. International Journal of Remote Sensing (ISSN 0143-1161). doi: 10.1080/01431161.2021.1936267. 2021.

    Nøst, Therese H.; Holden, Marit; Dønnem, Tom; Bøvelstad, Hege; Rylander, Charlotta; Lund, Eiliv; Sandanger, Torkjel M. Transcriptomic signals in blood prior to lung cancer focusing on time to diagnosis and metastasis. Scientific Reports (ISSN 2045-2322). 11(1) pp 1-11. doi: 10.1038/s41598-021-86879-8. 2021.

    Reksten, Jarle Hamar; Salberg, Arnt-Børre. Estimating Traffic in Urban Areas from Very-High Resolution Aerial Images. International Journal of Remote Sensing (ISSN 0143-1161). 42(3) pp 865-883. doi: 10.1080/01431161.2020.1815891. 2021.

    Trosten, Daniel Johansen; Jenssen, Robert; Kampffmeyer, Michael. Reducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective. Proceedings of the Northern Lights Deep Learning Workshop 2 doi: 10.7557/18.5709. 2021.

    Wahl, Jens Christian; Aanes, Fredrik L; Aas, Kjersti; Froyn, Sindre; Piacek, Daniel. Spatial modelling of risk premiums for water damage insurance. Scandinavian Actuarial Journal (ISSN 0346-1238). doi: 10.1080/03461238.2021.1951346. 2021.

    Wickstrøm, Kristoffer Knutsen; Mikalsen, Karl Oyvind; Kampffmeyer, Michael; Revhaug, Arthur; Jenssen, Robert. Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. IEEE journal of biomedical and health informatics (ISSN 2168-2194). 25(7) pp 2435-2444. doi: 10.1109/JBHI.2020.3042637. 2021.

    Academic chapters

    2021

    Lison, Pierre; Barnes, Jeremy; Hubin, Aliaksandr. skweak: Weak Supervision Made Easy for NLP. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations. (ISBN 978-1-954085-56-5). pp 337-346. 2021. Institutional archive 

    Lison, Pierre; Pilán, Ildikó; Sánchez, David; Batet, Montserrat; Øvrelid, Lilja. Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). (ISBN 978-1-954085-52-7). pp 4188-4203. doi: 10.18653/v1/2021.acl-long.323. 2021.

    Academic lectures

    2021

    Engebretsen, Solveig. Regional modelling of COVID-19 in Norway for situational awareness and forecasting. Seminar, Internal seminar Oslo Centre for Biostatistics and Epidemiology, 25.06.2021.

    Lison, Pierre; Pilán, Ildikó; Sánchez Ruenes, David; Batet, Montserrat; Øvrelid, Lilja. Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. Arrangement, PrivateNLP 2021; virtual, 11.06.2021.

    Lison, Pierre; Pilán, Ildikó; Øvrelid, Lilja; Sánchez Ruenes, David; Batet, Montserrat. Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. Arrangement, ACL-IJCNLP 2021; virtual, 02.08.2021 - 04.08.2021.

    Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre. PAGNet Models for The 2nd Agriculture-Vision Challenges CVPR 2021. Workshop, CVPR 2021 Workshop on AGRICULTURE-VISION, 20.06.2021 - 21.06.2021.

    Tveten, Martin. Scalable changepoint and anomaly detection in cross-correlated data. Arrangement, Simula@BI; Digitalt, 20.05.2021.

    Tveten, Martin. Scalable changepoint and anomaly detection in cross-correlated data. Workshop, StatScale workshop 2021, 22.04.2021 - 23.04.2021.

    Scientific lectures

    2021

    Aas, Kjersti. Explainable AI: Global explanations and LIME. Gjesteforelesning, Guest lecture 1 in the course "Advanced statistical methods in inference and learning"; Trondheim, 12.04.2021.

    Aas, Kjersti. Explainable AI: Counterfactual explanations and Shapley values. Gjesteforelesning, Guest lecture 2 in the course "Advanced statistical methods in inference and learning"; Trondheim, 19.04.2021.

    Engebretsen, Solveig. Spatial modelling of COVID-19 in Norway using real-time mobility data. Arrangement, Big Insight lunch; Teams, 17.03.2021.

    Engebretsen, Solveig. Spatial modelling of COVID-19 in Norway. Arrangement, Impact Breakfast - Covid-19 special edition, 27.01.2021.

    Engebretsen, Solveig. Computational statistics for COVID-19. Arrangement, Guest lecture STK4051/9051; Zoom, 15.04.2021.

    Lison, Pierre. Språkteknologi: siste trender og vanlige fallgruver. Arrangement, Digitalt seminar om språkteknologi; Digitalt, 03.03.2021.

    Løland, Anders. Innføring i statistiske metoder (som kan være nyttige!) for analyse av prosessdata. Arrangement, Vårmøtet 2021; Internett, 04.05.2021.

    Pilán, Ildikó. Automatic readability analysis for second language learners. Workshop, Workshop on Automatic Readability Assessment; Hong Kong / online, 20.05.2021. Project 

    Trier, Øivind Due. Towards automated urban map revision using deep neural networks on airborne lidar and hyperspectral data. Arrangement, EARSeL Joint Workshop Urban Remote Sensing; Liege, Belgia, 30.03.2021 - 01.04.2021.

    Posters at scientific conferences

    2021

    Jullum, Martin. groupSHAP: Efficient Shapley value explanation through feature groups. Geilo Winter School; Online, 25.01.2021 - 29.03.2021.

    Lison, Pierre; Barnes, Jeremy Claude; Hubin, Aliaksandr. skweak: weak supervision made easy for NLP. ACL-IJCNLP 2021; virtual, 03.08.2021 - 04.08.2021.

    Reports

    2021

    Eikvil, Line; Holden, Marit; Holden, Lars; Brautaset, Olav. Machine learning for screening mammography. Norsk Regnesentral, . NR-notat SAMBA/05/21. pp 52. 2021.

    Eikvil, Line; Holden, Marit; Ordonez, Alba. Machine learning for image-based interpretation of non-verbal communication - Initial version. Norsk Regnesentral, . NR-notat SAMBA/04/21. pp 37. 2021.

    Engebretsen, Solveig; Aldrin, Magne Tommy; Grøntvedt, Randi; Jansen, Peder; Nøst, Ole Anders. Vurdering av tiltak mot lakselus i PO3, for reduksjon av smittepress. Norsk Regnesentral, . NR-notat SAMBA/11/21. pp 34. 2021.

    Guttorp, Peter; Craigmile, Peter F.. A combined estimate of global temperature. Norsk Regnesentral, . NR-notat SAMBA/14/21. pp 20. 2021.

    Handegard, Nils Olav; Andersen, Lars Nonboe; Brautaset, Olav; Choi, Changkyu; Eliassen, Inge Kristian; Heggelund, Yngve; Hestnes, Arne Johan; Malde, Ketil; Osland, Håkon; Ordonez, Alba; Patel, Ruben; Pedersen, Geir; Umar, Ibrahim; Engeland, Tom Van; Vatnehol, Sindre. Fisheries acoustics and Acoustic Target Classification - Report from the COGMAR/CRIMAC workshop on machine learning methods in fisheries acoustics. Havforskningsinstituttet, Bergen. Rapport fra havforskningen 2021 - 25. pp 25. 2021.

    Horgen, Maria Linea; Trier, Øivind Due. Bygningsdeteksjon. Utprøving av to nevrale nettverk. Norsk Regnesentral, Oslo. NR-notat SAMBA/22/21. pp 30. 2021.

    Løland, Anders; Engebretsen, Solveig; Günther, Clara-Cecilie. Beregning av pantegrad og innsamlingsgrad for 2020. Norsk Regnesentral, . NR-notat SAMBA/02/21. pp 71. 2021.

    Olsen, Erik Joel Steinar; Aanes, Sondre; Aldrin, Magne Tommy; Breivik, Olav Nikolai; Fuglebakk, Edvin; Goto, Daisuke; Handegard, Nils Olav; Hansen, Cecilie; Holmin, Arne Johannes; Howell, Daniel; Johnsen, Espen; Jourdain, Natoya; Korsbrekke, Knut; Ono, Kotaro; Otterå, Håkon Magne; Perryman, Holly Ann; Subbey, Samuel; Søvik, Guldborg; Umar, Ibrahim; Vatnehol, Sindre; Vølstad, Jon Helge. Final report for the REDUS project - Reduced Uncertainty in Stock Assessment. Havforskningsinstituttet, Bergen. Rapport fra havforskningen 2021 - 16. pp 82. 2021.

    Redelmeier, Annabelle Alice; Lison, Pierre; Løland, Anders; Pilán, Ildikó. Predicting insurance fraud with the help of a sentiment analysis model. Norsk Regnesentral, . NR-notat SAMBA/01/21. pp 26. 2021.

    Wahl, Jens Christian; Heinrich, Claudio; Thorarinsdottir, Thordis; Haug, Ola. Stedsbasert risiko for vannskader - fase 2: Effekten av bygningsegenskaper, meteorologi og topografi. Norsk Regnesentral, . NR-notat Samba/12/21. pp 54. 2021.

    Wahl, Jens Christian; Løland, Anders. Evaluation of model for simulating risk factors. Norsk Regnesentral, . NR-notat SAMBA/07/21. pp 44. 2021.

    Popular scientific lectures

    2021

    Engebretsen, Solveig. COVID-19 modelling in Norway for situational awareness and forecasting. Populærvitenskapelig foredrag for nye masterstudenter i statistikk og data science; University of Oslo, 20.08.2021.

    Løland, Anders. Kunstig intelligens – kan vi stole på den svarte boksen? Arendalsuka; Simula Research Laboratory AS, Arendal, 17.08.2021.

    Feature articles

    2021

    Stoltenberg, Camilla; Aavitsland, Preben; Rø, Gunnar Øyvind Isaksson; de Blasio, Birgitte Freiesleben; Frigessi Di Rattalma, Arnoldo; Engebretsen, Solveig. Aftenposten bommer om prognoser. Igjen og igjen. Aftenposten.no. 2021.

    Media contributions

    2021

    Bakken, Jari; Johansen, Per Anders; Sandberg, Hallvard; Skille, Øyvind Bye; De Blasio, Birgitte Freiesleben; Engebretsen, Solveig; Britton, Tom; Frigessi, Arnoldo. Panel debate: Mathematical models, statistical complexity, uncertainty and decision making in the Covid-19 pandemic: science, society and the public. A panel discussion with journalists and modellers. 2021. Big Insight Day 2021. [Internet] 19.02.2021.

    Frigessi, Arnoldo; Britton, Tom; Engebretsen, Solveig; Kuhlmann-Berenzon, Sharon; Leino, Tuija; Leskelä, Lasse. Panel debate: The role of mathematics and statistics in the political and health political decisions in the covid crises. 2021. Nordstat 2021 [Internet] 21.06.2021.

    Løland, Anders. Utviklere av kunstig intelligens ber om klare rammer. 2021. Computerworld [Business/trade/industry journal] 25.01.2021.

    Løland, Anders. Er det mulig å regne seg frem til hvem som vinner stortingsvalget? 2021. aftenposten.no [Internet] 19.09.2021.

    Stoltenberg, Camilla; Frigessi Di Rattalma, Arnoldo; Engebretsen, Solveig; Sandberg, Hallvard; Johansen, Per Anders; Ruhlin Gjuvsland, Elin. Paneldebatt: HVA KAN VI LÆRE AV RUNDEN MED COVID: HVORDAN HÅNDTERER VI USIKKERHET OG ÅPENHET? 2021. Arendalsuka [Internet] 17.08.2021.

    Popular scientific chapter/article

    2021

    Olsen, Joakim; Næss, Arild Brandrud; Lison, Pierre. Assessing the Quality of Human-Generated Summaries with Weakly Supervised Learning. 2021.

    Programme management

    2021

    Løland, Anders. Hvor vil DNB med maskinlæring? Med Karl Aksel Festø. 2021.

    Løland, Anders; Abrahamsen, Petter; Dahle, Pål. Fra verdifulle oljefelt til farlige løsmasser med COHIBA. 2021.

    Løland, Anders; Aldrin, Magne Tommy; Engebretsen, Solveig. Episode 10: R-tallet for de avanserte. Hvorfor beregner Magne sin egen R? Med Solveig Engebretsen og Magne Aldrin. 2021.

    Løland, Anders; Tveten, Martin. Episode 9: Hvordan kan vi oppdage katastrofale avvik? Med gjest Martin Tveten. 2021.