Publications by department
Publications by department
Period: 2021 - 2021
Academic journal articles
2021Aas, Kjersti; Jullum, Martin; Løland, Anders. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values. Artificial Intelligence (ISSN 0004-3702). 298 doi: 10.1016/j.artint.2021.103502. 2021.
Aas, Kjersti; Nagler, Thomas; Jullum, Martin; Løland, Anders. Explaining predictive models using Shapley values and non-parametric vine copulas. Dependence Modeling (ISSN 2300-2298). 9(1) pp 62-81. doi: 10.1515/demo-2021-0103. 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.
Aldrin, Magne Tommy; Aanes, Fredrik L; Tvete, Ingunn Fride; Aanes, Sondre; Subbey, Samuel. Caveats with estimating natural mortality rates in stock assessment models using age aggregated catch data and abundance indices. Fisheries Research (ISSN 0165-7836). 243 pp 1-8. doi: 10.1016/j.fishres.2021.106071. 2021.
Bang Jensen, Britt; Dean, Katharine Rose; Huseby, Ragnar Bang; Aldrin, Magne Tommy; Qviller, Lars. Realtime case study simulations of transmission of Pancreas Disease (PD) in Norwegian salmonid farming for disease control purposes. Epidemics (ISSN 1755-4365). 37 doi: 10.1016/j.epidem.2021.100502. 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). 2021:9952743 pp 1-7. doi: 10.1155/2021/9952743. 2021. Institutional archive
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). 78(6) pp 2031-2042. doi: 10.1093/icesjms/fsab073. 2021.
Breivik, Olav Nikolai; Berg, Casper Willestofte; Nielsen, Anders. Prediction–variance relation in a state-space fish stock assessment model. ICES Journal of Marine Science (ISSN 1054-3139). 78(10) pp 3650-3657. doi: 10.1093/icesjms/fsab205. 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 doi: 10.1016/j.jasrep.2021.102792. 2021. Institutional archive
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). 78(7) pp 2615-2627. doi: 10.1093/icesjms/fsab140. 2021.
Craigmile, Peter F.; Guttorp, Peter. A combined estimate of global temperature. Environmetrics (ISSN 1180-4009). doi: 10.1002/env.2706. 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). 37 doi: 10.1016/j.epidem.2021.100508. 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 2516-0435). 26(4) pp 153-160. doi: 10.1177/25160435211026125. 2021.
Främling, Kary; Westberg, Marcus; Jullum, Martin; Madhikermi, Manik; Malhi, Avleen Kaur. Comparison of Contextual Importance and Utility with LIME and Shapley Values. Lecture Notes in Computer Science (LNCS) (ISSN 0302-9743). 12688 pp 39-54. doi: 10.1007/978-3-030-82017-6_3. 2021.
Hellton, Kristoffer Herland; Tveten, Martin; Stakkeland, Morten; Engebretsen, Solveig; Haug, Ola; Aldrin, Magne Tommy. Real-time prediction of propulsion motor overheating using machine learning. Journal of Marine Engineering & Technology (ISSN 2046-4177). doi: 10.1080/20464177.2021.1978745. 2021. Institutional archive
Herfindal, Ivar; Aanes, Sondre; Benestad, Rasmus; Finstad, Anders Gravbrøt; Salthaug, Are; Stenseth, Nils Christian; Sæther, Bernt-Erik. Spatiotemporal variation in climatic conditions across ecosystems. Climate Research (CR) (ISSN 0936-577X). 86 pp 9-19. doi: 10.3354/cr01641. 2021.
Howell, Daniel; Berg, Erik; Bernreuther, Matthias; Bogstad, Bjarte; Breivik, Olav Nikolai; Chetyrkin, Anatoly; Dingsør, Gjert Endre; Eidset, Elise; Fall, Johanna Jennifer Elisabeth; Gjøsæter, Harald; Johansen, Torild; Korsbrekke, Knut; Kovalev, Yuri A.; Nielsen, Anders; Nedreaas, Kjell Harald; Ofstad, Lise Helen; Ono, Kotaro; Perez-Rodriguez, Alfonso; Reecht, Yves; Russkikh, Alexey; Seim, Silje Elisabeth; Steingrund, Petur; Vasilyev, Dmitri; Yaragina, Natalia A.. Benchmark workshop for Barents Sea and Faroese stocks (WKBARFAR 2021). ICES Scientific Reports (ISSN 2618-1371). 3(21) doi: 10.17895/ices.pub.7920. 2021.
Huang, Shih-Ting; Düren, Yannick; Hellton, Kristoffer Herland; Lederer, Johannes. Tuning parameter calibration for personalized prediction in medicine. Electronic Journal of Statistics (ISSN 1935-7524). 15(2) pp 5310-5332. doi: 10.1214/21-EJS1884. 2021.
Hubin, Aliaksandr; Storvik, Geir; Frommlet, Florian. Flexible Bayesian Nonlinear Model Configuration. The journal of artificial intelligence research (ISSN 1076-9757). 72 pp 901-942. doi: 10.1613/JAIR.1.13047. 2021. Institutional archive
Jareid, Mie; Snapkov, Igor; Holden, Marit; Rasmussen Busund, Lill-Tove; Lund, Eiliv; Nøst, Therese Haugdahl. The blood transcriptome prior to ovarian cancer diagnosis: A case-control study in the NOWAC postgenome cohort. PLOS ONE (ISSN 1932-6203). 16:e0256442(8) pp 1-20. doi: 10.1371/journal.pone.0256442. 2021. Institutional archive
Jullum, Martin; Redelmeier, Annabelle Alice; Aas, Kjersti. Efficient and simple prediction explanations with groupShapley: A practical perspective. CEUR Workshop Proceedings (ISSN 1613-0073). 3014 2021. Full-text
Lauvsnes, Anders Dahlen Forsmo; Langaas, Mette; Olsen, Alexander; Vassileva, Jasmin; Spigset, Olav; Gråwe, Rolf Wilhelm. Adhd and mental health symptoms in the identification of young adults with increased risk of alcohol dependency in the general population—the hunt4 population study. International Journal of Environmental Research and Public Health (IJERPH) (ISSN 1661-7827). 18(21) pp 1-11. doi: 10.3390/ijerph182111601. 2021.
Lindstrøm, Jonas Christoffer; Engebretsen, Solveig; Kristoffersen, Anja Bråthen; Rø, Gunnar Øyvind Isaksson; Diz-Lois Palomares, Alfonso; Engø-Monsen, Kenth; Madslien, Elisabeth Henie; Forland, Frode; Nygård, Karin Maria; Hagen, Frode; Gantzel, Gunnar; Wiklund, Ottar; Frigessi, Arnoldo; de Blasio, Birgitte Freiesleben. Increased transmissibility of the alpha SARS-CoV-2 variant: evidence from contact tracing data in Oslo, January to February 2021. Infectious Diseases (ISSN 2374-4235). 54(1) pp 72-77. doi: 10.1080/23744235.2021.1977382. 2021. Institutional archive
Marquez, Jonatan; Sæther, Bernt-Erik; Aanes, Sondre; Engen, Steinar; Salthaug, Are; Lee, Aline Magdalena. Age-dependent patterns of spatial autocorrelation in fish populations. Ecology (ISSN 0012-9658). 102(12) doi: 10.1002/ecy.3523. 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 pp 1-11. doi: 10.1038/s41598-021-86879-8. 2021.
Olsen, Karina Standahl; Holden, Marit; Thalabard, Jean-Christophe; Busund, Lill-Tove Rasmussen; Lund, Eiliv; Holden, Lars. Global blood gene expression profiles following a breast cancer diagnosis—Clinical follow-up in the NOWAC post-genome cohort. PLOS ONE (ISSN 1932-6203). 16(3) pp 1-20. doi: 10.1371/journal.pone.0246650. 2021.
Robbins, Shawn M.; Bodnar, Camille; Donatien, Pierre; Mirza, Rabia; Zhao, Zhen Yuan; Hoeber, Shane; Naidu, Dhiren; Redelmeier, Annabelle Alice; Steele, Russell J.; Shrier, Ian. The Influence of Time of Season on Injury Rates and the Epidemiology of Canadian Football Injuries. Clinical Journal of Sports Medicine (ISSN 1050-642X). 31(6) pp e453. doi: 10.1097/JSM.0000000000000824. 2021.
Roksvåg, Thea; Lutz, Julia; Grinde, Lars; Dyrrdal, Anita Verpe; Thorarinsdottir, Thordis Linda. Consistent intensity-duration-frequency curves by post-processing of estimated Bayesian posterior quantiles. Journal of Hydrology (ISSN 0022-1694). 603(Part C) pp 1-15. doi: 10.1016/j.jhydrol.2021.127000. 2021.
Smout, Sophie; Murray, Kimberly; Aarts, Geert; Biuw, Martin; Brasseur, Sophie; Buren, Alejandro; Empacher, Fanny; Frie, Anne Kirstine Højholt; Grecian, James; Hammill, Mike; Mikkelsen, Bjarni; Mosnier, Arnaud; Rosing-Asvid, Aqqalu; Russell, Debbie; Skaug, Hans Julius; Stenson, Garry; Thomas, Len; Ver Hoef, Jay; Witting, Lars; Zabavnikov, Vladimir; Øigård, Tor Arne; Fernandez, Ruth; Wickson, Fern. Report of the NAMMCO-ICES Workshop on Seal Modelling (WKSEALS 2020). NAMMCO scientific publications (ISSN 1560-2206). 12 doi: 10.7557/3.5794. 2021.
Ulvund, John Birger; Engebretsen, Solveig; Alfredsen, Jo Arve; Kristensen, Torstein; Urke, Henning André; Jansen, Peder A.. Behavioural response of farmed Atlantic salmon (Salmo salar L.) to artificial underwater lights: Wavelet analysis of acoustic telemetry data. Aquacultural Engineering (ISSN 0144-8609). 95 pp 1-11. doi: 10.1016/j.aquaeng.2021.102196. 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.
Worsnop, Rochelle P.; Scheuerer, Michael; Di Giuseppe, Francesca; Barnard, Christopher; Hamill, Thomas M.; Vitolo, Claudia. Probabilistic fire danger forecasting: A framework for week-two forecasts using statistical postprocessing techniques and the global ECMWF fire forecast system (GEFF). Weather and forecasting (ISSN 0882-8156). 36(6) pp 2113-2125. doi: 10.1175/WAF-D-21-0075.1. 2021.
Yuan, Qifen; Thorarinsdottir, Thordis Linda; Beldring, Stein; Wong, Wai Kwok; Xu, Chong-Yu. Bridging the scale gap: obtaining high-resolution stochastic simulations of gridded daily precipitation in a future climate. Hydrology and Earth System Sciences (HESS) (ISSN 1027-5606). 25(9) pp 5259-5275. doi: 10.5194/hess-25-5259-2021. 2021. Institutional archive
Academic chapters
2021Lison, 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.
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. doi: 10.18653/v1/2021.acl-demo.40. 2021. Institutional archive
Olsen, Joakim; Næss, Arild Brandrud; Lison, Pierre. Assessing the Quality of Human-Generated Summaries with Weakly Supervised Learning. In: Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). (ISBN 978-91-7929-614-8). pp 112-123. 2021.
Academic lectures
2021Barna, Danielle; Engeland, Kolbjørn; Thorarinsdottir, Thordis Linda; Xu, Chong-Yu. A Bayesian approach to Flood-Duration-Analysis. Konferanse, American Geophyscial Union (AGU) Conference, 16.12.2021.
Brautaset, Olav. Marine Acoustic Classification: Supervised Semantic Segmentation of Echosounder Data using CNNs. Seminar, Visual Intelligence Seminar series; Online, 18.02.2021.
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.
Engebretsen, Solveig. Spatial modelling of COVID-19 for situational awareness and forecasting. Konferanse, Trondheim Symposium 2021; Ørland Kysthotell, 05.11.2021 - 06.11.2021.
Hansen, Stine; Gautam, Srishti; Jenssen, Robert; Kampffmeyer, Michael. Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision. Arrangement, NOBIM 2021; Radisson Blu Airport Hotel på Gardermoen, 13.09.2021 - 14.09.2021.
Haugen, Marion; Neef, Linda Reiersølmoen; Tvete, Ingunn Fride. Global Trigger Tool – videreutvikling. Seminar, Nasjonalt GTT-seminar 2021; Norge (Teams), 07.09.2021.
Hellton, Kristoffer Herland. Penalized angular regression for personalized predictions. Seminar, Statistikkseminar; NMBU, Ås, 21.10.2021.
Jullum, Martin; Aas, Kjersti; Løland, Anders. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values. Arrangement, 30th International Joint Conference on Artificial Intelligence; Online/Montreal, 19.08.2021 - 26.08.2021.
Jullum, Martin; Redelmeier, Annabelle Alice; Aas, Kjersti. Efficient and simple prediction explanations with groupShapley: A practical perspective. Arrangement, Italian Workshop on Explainable Artificial Intelligence 2021; Milano, Italy/ Online, 01.12.2021 - 03.12.2021.
Jullum, Martin; Redelmeier, Annabelle Alice; Aas, Kjersti. Efficient Shapley value explanations through feature groups. Arrangement, The 28th Nordic Conference in Mathematical Statistics; Tromsø, Norway/ Online, 21.06.2021 - 24.06.2021.
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.
Lison, Pierre. Skweak: Weak Supervision Made Easy for NLP. Arrangement, Vienna Workshop on Weak Supervision and Natural Language Processing; online, 12.08.2021.
Ordonez, Alba; Eikvil, Line; Holden, Marit. Learning motion of seismic structures without human labelling. Arrangement, Visual Intelligence Days 2021; Oslo, 19.10.2021 - 20.10.2021.
Ordonez, Alba; Utseth, Ingrid; Eikvil, Line; Handegard, Nils Olav. Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species. Arrangement, NOBIM 2021; Gardermoen, 13.09.2021 - 14.09.2021.
Ordonez, Alba; Harbitz, Alf; Elvarsson, Bjarki; Eikvil, Line; Salberg, Arnt-Børre. Deep domain adaptation applied to automatic fish age prediction. Arrangement, Visual Intelligence workshop on learning from limited data; Teams seminar, 12.02.2021.
Roksvåg, Thea; Lutz, Julia; Grinde, Lars; Dyrrdal, Anita Verpe; Thorarinsdottir, Thordis Linda. Consistent Intensity-Duration-Frequency curves by post-processing of estimated Bayesian posterior quantiles. Arrangement, 6th Conference on Modelling Hydrology, Climate and Land Surface Processes; Lillehammer, 14.09.2021 - 16.09.2021.
Scheuerer, Michael. Using statistical and machine learning techniques to improve the skill of sub-seasonal weather predictions over Norway. Seminar, Big Insight Seminar; Oslo, 24.11.2021.
Thorarinsdottir, Thordis Linda. On the importance of statistics and machine learning in climate research. Seminar, Norsk Statistisk Forening seminar; Oslo, 16.11.2021.
Thorarinsdottir, Thordis Linda. Machine learning vs statistical methods for climate data analysis. Seminar, Data driven climate insight; Virtual, 19.01.2021.
Thorarinsdottir, Thordis Linda. Forecast evaluation part II. Gjesteforelesning, Western Swiss Doctoral School in Statistics and Probability; Virtual, 08.02.2021 - 10.02.2021.
Thorarinsdottir, Thordis Linda. Forecast evaluation part I. Gjesteforelesning, Western Swiss Doctoral School in Statistics and Probability; Virtual, 08.02.2021 - 10.02.2021.
Thorarinsdottir, Thordis Linda. Forecast evaluation part III. Gjesteforelesning, Western Swiss Doctoral School in Statistics and Probability; Virtual, 08.02.2021 - 10.02.2021.
Tvete, Ingunn Fride; Jensen, Britt Bang; Aldrin, Magne Tommy. Understanding drivers for daily mortality in Norwegian salmon farming. Konferanse, 20th International conference on diseases of fish and shellfish; Virtual, 20.09.2021 - 23.09.2021.
Tveten, Martin. Introduction to change detection. Arrangement, Friday AI Webinar; Digitalt, 24.09.2021.
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
2021Aas, Kjersti. Forklarbar AI og kredittrisiko. Arrangement, Workshop risikostyring i bank; Trondheim, 29.11.2021.
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.
Eikvil, Line. Deep Learning for Norwegian Breast Cancer Screening. Arrangement, CRAI seminar; Oslo, 18.11.2021.
Engebretsen, Solveig. Computational statistics for COVID-19. Arrangement, Guest lecture STK4051/9051; Zoom, 15.04.2021.
Engebretsen, Solveig. Covid-19 situational awareness and forecasting modelling. Gjesteforelesning, Guest lecture in MF9120; Domus Medica, 18.11.2021.
Engebretsen, Solveig. Spatial modelling of COVID-19 in Norway. Arrangement, Impact Breakfast - Covid-19 special edition, 27.01.2021.
Engebretsen, Solveig. Spatial modelling of COVID-19 in Norway using real-time mobility data. Arrangement, Big Insight lunch; Teams, 17.03.2021.
Jenssen, Robert. Hvilken rolle kan kunstig intelligens ha i et kvinnehelseperspektiv? Arrangement, Presentasjon for Kvinnehelseutvalget; Tromsø, 26.11.2021.
Jenssen, Robert. Spearheading AI research and innovation in Norway. Arrangement, Besøk av UK Deputy Minister og UK Ambassadør i Norrge; Tromsø, 23.11.2021.
Kampffmeyer, Michael; Jenssen, Robert; Mikalsen, Karl Øyvind; Løkse, Sigurd Eivindson. Towards Explainable Representation Learning. Arrangement, Norsk Forening for Bildebehandling og Maskinlæring Konferanse; Oslo, 13.09.2021 - 14.09.2021.
Lison, Pierre. Fremdrift i forskningsprosjekter. Arrangement, Tekna seminar; live streaming, 28.09.2021.
Lison, Pierre. Språkteknologi: siste trender og vanlige fallgruver. Arrangement, Digitalt seminar om språkteknologi; Digitalt, 03.03.2021.
Løkse, Sigurd Eivindson; Kampffmeyer, Michael; Jenssen, Robert; Mikalsen, Karl Øyvind. Towards Explainable Representation Learning. Arrangement, Norsk Forening for Bildebehandling og Maskinlæring 2021; Oslo, 13.09.2021 - 14.09.2021.
Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert. Towards Explainable Representation Learning. Arrangement, Norsk Forening for Bildebehandling og Maskinlæring 2021; Oslo, 13.09.2021 - 14.09.2021.
Løland, Anders. Kunstig intelligens: kan vi stole på den svarte boksen? Seminar, Samling; Hotell Amerikalinjen, Oslo, 04.11.2021.
Løland, Anders. Innføring i statistiske metoder (som kan være nyttige!) for analyse av prosessdata. Arrangement, Vårmøtet 2021; Internett, 04.05.2021.
Løland, Anders. Hva er maskinlæring og hvordan utvikler en maskinlæringsmodeller? Seminar, Bruk av maskinlæring i offentlig forvaltning – muligheter og problemer; Oslo, 15.09.2021.
Pilán, Ildikó. Automatic readability analysis for second language learners. Workshop, Workshop on Automatic Readability Assessment; Hong Kong / online, 20.05.2021. Project
Roksvåg, Thea; Lutz, Julia; Grinde, Lars; Dyrrdal, Anita Verpe; Thorarinsdottir, Thordis Linda. New methods for making consistent IDF curves for Norway. Arrangement, Workshop on statistical modelling of extremes - Annual workshop in the RCN funded project ClimDesign; NVE, Middelthunsgate 29, Oslo, Norway, 11.10.2021 - 12.10.2021.
Scheuerer, Michael; Thorarinsdottir, Thordis Linda; Lenkoski, Alex. The Climate Futures Center for Research-based Innovation. Seminar, Statkraft knowledge session; Oslo, 11.11.2021.
Scheuerer, Michael. Probabilistic forecasts for rainfall onset. Workshop, Virtual Pre-COF59 Workshop; Ngong, 16.08.2021 - 20.08.2021.
Storvik, Geir Olve. Bayesian Approaches to Neural Networks. Arrangement, Visual Intelligence Workshop Series; Digitalt, 06.05.2021 - 24.03.2022.
Vedal, Amund Hansen. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet. Konferanse, Visual Intelligence Days; Scandic St. Olavs plass 1, Oslo, 19.10.2021 - 20.10.2021.
Posters at scientific conferences
2021Aas, Kjersti; Jullum, Martin; Løland, Anders. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values. The 30th International Joint Conference on Artificial Intelligence (IJCAI-21); Montreal (virtuelt), 19.08.2021 - 26.08.2021.
Choi, Changkyu; Kampffmeyer, Michael; Handegard, Nils Olav; Salberg, Arnt Børre; Eikvil, Line; Jenssen, Robert. Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data. SFI Visual Intelligence days 2021; Scandic hotel st.Olav, Oslo, Norway, 18.10.2021 - 20.10.2021.
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.
Utseth, Ingrid; Ordonez, Alba; Eikvil, Line; Brautaset, Olav; Salberg, Arnt-Børre; Handegard, Nils Olav. Improving marine acoustic target classification with context information. Visual Intelligence Days 2021; Oslo, 19.10.2021 - 20.10.2021.
Reports
2021Aas, Kjersti; Neef, Linda Reiersølmoen. Modell for Solvens II - Versjon XII: Teknisk rapport for balansemodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/43/21. pp 83. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen. RSM - Versjon 5.0.1: Teknisk rapport. Norsk Regnsentral, . NR-notat SAMBA/17/21. pp 35. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen. Modellf or Solvens II - Versjon XII: Modul for prising av rentegaranti. Norsk Regnesentral, Oslo. NR-notat SAMBA/47/21. pp 51. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen; Aastveit, Marthe Elisabeth. ALM-modell for Fremtind - Versjon 3: Teknisk rapport for balansemodulen. Norsk Regnesentral, Oslo. NR-notat SAMBA/49/21. pp 49. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen. RSM Versjon 5.0.1: Økonomisk scenariogenerator. Norsk Regnsentral, Oslo. NR-notat SAMBA/18/21. pp 25. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen; Aastveit, Marthe Elisabeth. ALM-modell for Fremtind - Versjon 3: Estimeringsmodulen. Norsk Regnesentral, Oslo. NR-notat SAMBA/50/21. pp 71. 2021.
Aas, Kjersti. DNB Total Risk Model Version 11: Technical report. Norsk Regnesentral, Oslo. NR-notat SAMBA/38/21. pp 73. 2021.
Aas, Kjersti; Neef, Linda Reiersølmoen. Totalrisikomodell for DNB Versjon 11: Brukermanual. Norsk Regnesentral, Oslo. NR-notat SAMBA/39/21. pp 83. 2021.
Aldrin, Magne Tommy; Huseby, Ragnar Bang. Quantifying the reduction of treatments by using automatic lice counts. Norsk Regnesentral, . NR-notat SAMBA/21/21. pp 19. 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. Norsk Regnesentral, Oslo. NR-notat SAMBA/04/21. pp 37. 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.
Grotmol, Øyvind; Jullum, Martin; Aas, Kjersti; Scheuerer, Michael. White paper on performance evaluation of volatility estimation methods for Exabel. EXABEL, . pp 12. 2021.
Grotmol, Øyvind; Scheuerer, Michael; Aas, Kjersti; Jullum, Martin. Whitepaper on Exabel’s Factor Model. EXABEL, . pp 7. 2021.
Guttorp, Peter; Craigmile, Peter F.. A combined estimate of global temperature. Norsk Regnesentral, . NR-notat SAMBA/14/21. pp 20. 2021.
Günther, Clara-Cecilie; Aas, Kjersti. Credit scoring model for FundingPartner. Norsk Regnsentral, . NR-notat SAMBA/58/21. pp 45. 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.
Haug, Ola; Rognebakke, Hanne; Aldrin, Magne. Estimering av passasjerer i buss for tog. Norsk Regnesentral, . NR-notat SAMBA/09/21. pp 10. 2021.
Haug, Ola; Aldrin, Magne; Hulleberg, Nina; Ingebrigtsen, Rikke; Gjøvåg, Christopher; Stafto, Klaus. Ny metodikk for ÅDT-belegging av vegnettet. Norsk Regnesentral, . NR-notat SAMBA/52/21. pp 71. 2021.
Haugen, Marion; Aldrin, Magne Tommy. Beregning av fullskalaeffekt av et system for kontinuerlig lusebehandling. Norsk Regnesentral, . NR-notat SAMBA/41/21. pp 21. 2021.
Huseby, Ragnar Bang; Aldrin, Magne Tommy. Estimating the effect of continuous delousing - based on data from one farm in 2020-2021. Norsk Regnesentral, . NR-notat SAMBA/28/21. pp 33. 2021.
Huseby, Ragnar Bang; Løland, Anders; Lenkoski, Alex. StfSpot -- Short Term forecasts of Demand, Renewable Production and Spot Price with assessment of uncertainty. Norsk Regnesentral, . NR-notat SAMBA/29/21. pp 28. 2021.
Indseth, Thor; Fretheim, Atle; Ezzati, Rojan Tordhol; Gele, Abdi; Brekke, Jan-Paul; Elgersma, Ingeborg Hess; Godøy, Anna Aasen; Hussaini, Lema; Sheikh, Naima Said; Rø, Gunnar Øyvind Isaksson; Arnesen, Trude Margrete; Bjørbæk, Mona; Duahle, Hodon; Engebretsen, Solveig; Eide, Helena Niemi; Fevåg, Julie Salvesen; Flatø, Martin; Gawad, Mohamed; Grøtting, Maja Weemes; Hernæs, Kjersti Helene; Kjøllesdal, Marte Karoline Råberg; Kour, Prabhjot; Kristoffersen, Anja Bråthen; Labberton, Angela Susan; Lindman, Anja Elsrud Schou; Methi, Fredrik; Nordström, Charlott; Qureshi, Samera Azeem; Spilker, Ragnhild Anne Caroline Storste; Strand, Bjørn Heine; Tsige, Selam Andegiorgis; Vinjerui, Kristin Hestmann; Vold, Line; Telle, Kjetil Elias. Koronapandemien og innvandrerbefolkningene, vurderinger og erfaringer. Folkehelseinstituttet, Oslo. (ISBN 978-82-8406-261-7) pp 170. 2021.
Jokinen, Kristiina; Heckmann, Martin; Lala, Dinesh; Lison, Pierre. Proceedings of the 1st RobotDial Workshop on Dialogue Models for Human-Robot Interaction. RobotDial workshop, IJCAI. pp 51. 2021. Full-text
Jullum, Martin; Redelmeier, Annabelle Alice; Aas, Kjersti. groupShapley: Efficient prediction explanation with Shapley values for feature groups. Norsk Regnesentral, Oslo. NR-notat SAMBA/20/21. 2021.
Løland, Anders; Engebretsen, Solveig; Günther, Clara-Cecilie. Estimation of DRS collection rate by unit and total collection rate by unit for 2020. Norsk Regnesentral, . NR-notat SAMBA/27/21. pp 72. 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.
Neef, Linda Reiersølmoen; Aas, Kjersti; Aastveit, Marthe Elisabeth. ALM-modell for Fremtind - Versjon 3: Brukermanual. Norsk Regnesentral, Oslo. NR-notat SAMBA/51/21. pp 124. 2021.
Neef, Linda Reiersølmoen; Aas, Kjersti; Aastveit, Marthe Elisabeth. ALM-modell for Fremtind - Versjon 3: Teknisk rapport for passivamodulen. Norsk Regnesentral, Oslo. NR-notat SAMBA/48/21. pp 103. 2021.
Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XII: Brukermanual. Norsk Regnesentral, Oslo. NR-notat SAMBA/45/21. pp 121. 2021.
Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XII: Estimeringsmodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/46/21. pp 64. 2021.
Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XII: Teknisk rapport for passivamodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/44/21. pp 296. 2021.
Neef, Linda Reiersølmoen; Aas, Kjersti. RSM - Versjon 5.0.1: Brukermanual. Norsk Regnsentral, . NR-notat SAMBA/16/21. 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.
Ordonez, Alba; Vedal, Amund Hansen. Explainability and uncertainty for classification of mammography images. Norsk Regnesentral, . NR-notat SAMBA/08/22. pp 30. 2021.
Redelmeier, Annabelle Alice; Løland, Anders. Imputing nutritional values of Norwegian food products. Norsk Regnesentral, . NR-notat SAMBA/25/21. pp 35. 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.
Rognebakke, Hanne Therese Wist. July 2020 – July 2021: Validation of property value estimates: Second home market - evEstimat. Norsk Regnesentral, . NR-notat SAMBA/33/21. pp 19. 2021.
Rognebakke, Hanne Therese Wist. June 2020 – May 2021: Validation of property value estimates - Housing cooperative shares. Norsk Regnesentral, . NR-notat SAMBA/23/21. pp 14. 2021.
Rognebakke, Hanne Therese Wist. July 2020 – July 2021: Validation of property value estimates: Second home market. Norsk Regnesentral, . NR-notat SAMBA/31/21. pp 20. 2021.
Rognebakke, Hanne Therese Wist. July 2020 – July 2021: Validation of property value estimates. Norsk Regnesentral, . NR-notat SAMBA/30/21. pp 31. 2021.
Rognebakke, Hanne Therese Wist. June 2020 - July 2021: Validation of property value estimates - Nordea. Norsk Regnesentral, . NR-notat SAMBA/53/21. pp 31. 2021.
Rognebakke, Hanne Therese Wist. June 2020 – May 2021: Validation of property value estimates - Houses. Norsk Regnesentral, . NR-notat SAMBA/24/21. pp 14. 2021.
Rognebakke, Hanne Therese Wist. July 2020 – July 2021: Validation of property value estimates: evEstimat. Norsk Regnesentral, . NR-notat SAMBA/32/21. pp 30. 2021.
Roksvåg, Thea; Thorarinsdottir, Thordis Linda. Prediksjon av lavvann ved Åbjøra. Norsk Regnesentral, . NR-notat SAMBA/13/21. pp 35. 2021.
Wahl, Jens Christian; Løland, Anders. Evaluation of model for simulating risk factors. Norsk Regnesentral, . NR-notat SAMBA/07/21. pp 44. 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.
Popular scientific lectures
2021Engebretsen, Solveig. Situational awareness through mathematical modelling of COVID-19. Oslo Data Science Meetup; Oslo Data Science Meetup, Startup Lab Oslo Science park, 23.11.2021.
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.
Engebretsen, Solveig. Is there life after PhD? Think career: career course for PhDs studying at the Department of Mathematics; University of Oslo, Niels Henrik Abels hus, 12.11.2021.
Engebretsen, Solveig. Modellering av R-tallet i sanntid. Når PhD-arbeidet plutselig blir beslutningsgrunnlag under en pandemi. Dataanalyser som redder verden – science not fiction; Senter for digitalt liv Norge, Kulturhuset, 10.11.2021.
Løland, Anders. Kunstig intelligens – kan vi stole på den svarte boksen? Arendalsuka; Simula Research Laboratory AS, Arendal, 17.08.2021.
Løland, Anders. Innspillsmøte om fremvoksende teknologier. Innspillsseminar for Personvernkommisjonen; Personvernkommisjonen, Internett, 16.09.2021.
Feature articles
2021Korsvoll, Nils Hallvard; Elken, Mari; Sandtorv, Alexander Harald; Lison, Pierre. Welcome to Norway! Khrono.no. 26.10.2021.
Lison, Pierre. Vi må snakke om Bitcoin. NRK Ytring. 14.05.2021.
Lison, Pierre; Bølstad, Jørgen; Kvellestad, Anders. Forvirrende pandemistatistikk: Hva skal vi med logaritmer i grafer? Morgenbladet. 2021.
Løland, Anders. Kode som selv skriver kode: Er det så lurt? Forskning.no. 06.12.2021.
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 (morgenutg. : trykt utg.). 2021.
Articles in business, trade and industry journals
2021Handegard, Nils Olav; Eikvil, Line; Jenssen, Robert; Kampffmeyer, Michael; Salberg, Arnt Børre; Malde, Ketil. Machine Learning + Marine Science: Critical Role of Partnerships in Norway. Journal of Ocean Technology (ISSN 1718-3200). 16(3) pp 1-9. 2021.
Handegard, Nils Olav; Algrøy, Tonny; Eikvil, Line; Hammersland, Hege; Tenningen, Maria; Ona, Egil. Smart Fisheries in Norway: Partnership between Science, Technology, and the Fishing Sector. Journal of Ocean Technology (ISSN 1718-3200). 16(2) pp 11-18. 2021.
Reader opinion pieces
2021Engebretsen, Solveig. S. Engebretsen svarer. Tidsskrift for Den norske legeforening, volume 141, 2021
Løland, Anders. - Fem grunner til at kunstig intelligens er på rett vei. Digi.no, 2021-09-21
Media contributions
2021Bakken, 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.
Engebretsen, Solveig; Raklev, Are; Gravensteen, Ida Kathrine; Jemterud, Torkild. Abels tårn. 2021. NRK [Radio] 03.09.2021.
Fjeldstad, Torstein Mæland; Løland, Anders. Live oppdatering av gull- og nedrykkssannsynligher. 2021. Discovery [TV] 03.10.2021.
Fjeldstad, Torstein Mæland; Løland, Anders. Norsk Regnesentral: Over 50 prosent sjanse for direkte Brann-nedrykk. 2021. [Internet] 25.09.2021.
Fjeldstad, Torstein Mæland; Løland, Anders. Tallene gir dårlig nytt for Rosenborg. Men eksperten er uenig. 2021. Adressavisen [Internet] 19.10.2021.
Fjeldstad, Torstein Mæland; Løland, Anders. Reagerer på tallknusernes spådom for RBK-gull: – Veldig uenig. 2021. Nidaros [Internet] 30.09.2021.
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.
Günther, Clara-Cecilie. Om valgprognosene og resultatet av valget i Dagbladets valgbod. 2021. db.no [Internet] 14.09.2021.
Günther, Clara-Cecilie. Om valgprognoser i Dagbladets valgbod. 2021. db.no [Internet] 09.09.2021.
Hellton, Kristoffer Herland; Gjuvsland, Elin Ruhlin. Film: Hvordan lager vi valgprognoser? 2021. https://nr.no/ [Internet] 01.09.2021.
Hellton, Kristoffer Herland. Er det mulig å regne seg frem til hvem som vinner stortingsvalget? 2021. aftenposten.no [Internet] 19.09.2021.
Hellton, Kristoffer Herland. Om valgprognoser i Dagbladets valgbod. 2021. db.no [Internet] 02.09.2021.
Hellton, Kristoffer Herland. Om valgprognoser i Dagbladets valgnattsending. 2021. db.no [Internet] 13.09.2021.
Jemterud, Torkild; Engebretsen, Solveig; Bjorå, Charlotte Sletten; Joner, Erik. Abels tårn. 2021. NRK P2 [Radio] 03.12.2021.
Jenssen, Robert; Solberg, Anne H Schistad; Eikvil, Line. Norge er verdensledende på bildeanalyse med kunstig intelligens. 2021. [Newspaper] 21.06.2021.
Lenkoski, Alex. Vinteren blir mild og strømmen blir dyr. 2021. Dagbladet [Newspaper] 24.11.2021.
Løland, Anders. Om valgprognoser i Dagbladets valgbod. 2021. db.no [Internet] 06.09.2021.
Løland, Anders. Sjokkfall ødelegger drømmeregjeringen. 2021. db.no [Newspaper] 08.09.2021.
Løland, Anders. Er det mulig å regne seg frem til hvem som vinner stortingsvalget? 2021. aftenposten.no [Internet] 19.09.2021.
Løland, Anders. Utviklere av kunstig intelligens ber om klare rammer. 2021. Computerworld [Business/trade/industry journal] 25.01.2021.
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.
Thorarinsdottir, Thordis Linda; Kolstad, Erik Wilhelm. Om klimarisiko. 2021. Energi og Teknologi (podkast) [Internet] 12.02.2021.
Programme management
2021Løland, 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; Abrahamsen, Petter; Dahle, Pål. Fra verdifulle oljefelt til farlige løsmasser med COHIBA. 2021.
Løland, Anders. Hvor vil DNB med maskinlæring? Med Karl Aksel Festø. 2021.
Løland, Anders; Redelmeier, Annabelle Alice; Cagnazzo, Alessandra. Episode 13: Hvordan kan vi ta temperaturen på et komplekst IT-system? 2021.
Løland, Anders; Tveten, Martin. Episode 9: Hvordan kan vi oppdage katastrofale avvik? Med gjest Martin Tveten. 2021.