Academic journal articles

Andrade Mancisidor, Rogelio; Kampffmeyer, Michael; Aas, Kjersti; Jenssen, Robert. Generating customer's credit behavior with deep generative models. Knowledge-Based Systems (ISSN 0950-7051). 245 doi: 10.1016/j.knosys.2022.108568. 2022.

Bakka, Haakon Christopher; Rognebakke, Hanne Therese Wist; Glad, Ingrid Kristine; Haff, Ingrid Hobæk; Vanem, Erik. Estimating the effect of biofouling on ship shaft power based on sensor measurements. Ship Technology Research (ISSN 0937-7255). 70(3) pp 209-221. doi: 10.1080/09377255.2022.2159108. 2022. Institutional archive 

Biuw, Martin; Øigård, Tor Arne; Nilssen, Kjell Tormod; Stenson, Garry; Lindblom, Lotta; Poltermann, Michael Tino; Kristiansen, Martin; Haug, Tore. Recent Harp and Hooded Seal Pup Production Estimates in the Greenland Sea Suggest Ecology-Driven Declines. NAMMCO scientific publications (ISSN 1560-2206). 12 doi: 10.7557/3.5821. 2022.

Brødholt, Elin Therese; Gautvik, Kaare M; Benedictow, Ole Jørgen; Günther, Clara-Cecilie; Sjøvold, Torstein; Holck, Per Erling. Female skeletal health and socioeconomic status in medieval Norway (11th–16th centuries AD): Analysis of bone mineral density and stature. International Journal of Osteoarchaeology (ISSN 1047-482X). pp 83-93. doi: 10.1002/oa.3178. 2022. Institutional archive 

Brødholt, Elin Therese; Gautvik, Kaare M; Günther, Clara-Cecilie; Sjøvold, Torstein; Holck, Per Erling. Social stratification reflected in bone mineral density and stature: Spectral imaging and osteoarchaeological findings from medieval Norway. PLOS ONE (ISSN 1932-6203). 17(10) pp e0275448. doi: 10.1371/journal.pone.0275448. 2022. Institutional archive 

Craigmile, Peter F.; Guttorp, Peter. Rejoinder to the discussion on “A combined estimate of global temperature”. Environmetrics (ISSN 1180-4009). 33(3) doi: 10.1002/env.2725. 2022.

Dahl, Fredrik Andreas; Holden, Marit; Brautaset, Olav; Eikvil, Line. A mammography classification model trained from image labels only. Proceedings of the Northern Lights Deep Learning Workshop doi: 10.7557/18.6244. 2022.

Dahl, Fredrik Andreas; Barra, Mathias; Faiz, Kashif Waqar; Ihle-Hansen, Hege; Næss, Halvor; Rand, Kim; Rønning, Ole Morten; Simonsen, Tone Breines; Thommessen, Bente; Labberton, Angela Susan. Stroke unit demand in Norway – present and future estimates. BMC Health Services Research (ISSN 1472-6963). 22 doi: 10.1186/s12913-021-07385-1. 2022. Institutional archive 

Engebretsen, Solveig; Aldrin, Magne Tommy; Qviller, Lars; Stige, Leif Christian; Rafoss, Trond; Danielsen, Ole Roald; Lindhom, Andreas; Jansen, Peder A. Salmon lice (Lepeophtheirus salmonis) in the stomach contents of lumpfish (Cyclopterus lumpus) sampled from Norwegian fish farms: Relationship between lice grazing and operational conditions. Aquaculture (ISSN 0044-8486). 563(2) doi: 10.1016/j.aquaculture.2022.738967. 2022.

Engebretsen, Solveig; Rø, Gunnar Øyvind Isaksson; De Blasio, Birgitte Freiesleben. A compelling demonstration of why traditional statistical regression models cannot be used to identify risk factors from case data on infectious diseases: a simulation study. BMC Medical Research Methodology (ISSN 1471-2288). 22 doi: 10.1186/s12874-022-01565-1. 2022. Institutional archive 

Heinrich, Claudio Constantin; Fissler, Tobias. Is the mode elicitable relative to unimodal distributions? Biometrika (ISSN 0006-3444). 109(4) pp 1157-1164. doi: 10.1093/biomet/asab065. 2022.

Hellton, Kristoffer Herland. Penalized angular regression for personalized predictions. Scandinavian Journal of Statistics (ISSN 0303-6898). 50(1) pp 184-212. doi: 10.1111/sjos.12574. 2022.

Holm, Lene Berge; Rognes, Andre; Dahl, Fredrik Andreas. The FLIPPED STEP study: A randomized controlled trial of flipped vs. traditional classroom teaching in a university-level statistics and epidemiology course. International Journal of Educational Research Open (ISSN 2666-3740). 3 doi: 10.1016/j.ijedro.2022.100197. 2022.

Lauvsnes, Anders Dahlen Forsmo; Hansen, Tor Ivar; Håberg, Asta; Gråwe, Rolf W.; Langaas, Mette. Poor Response Inhibition and Symptoms of Inattentiveness Are Core Characteristics of Lifetime Illicit Substance Use among Young Adults in the General Norwegian Population: The HUNT Study. Substance Use & Misuse (ISSN 1082-6084). 57(9) pp 1462-1469. doi: 10.1080/10826084.2022.2091788. 2022.

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre. Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks. International Journal of Remote Sensing (ISSN 0143-1161). 43(9) pp 3509-3535. doi: 10.1080/01431161.2022.2098078. 2022.

Olsen, Lars Henry Berge; Glad, Ingrid Kristine; Jullum, Martin; Aas, Kjersti. Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features. Journal of machine learning research (ISSN 1532-4435). 23(213) pp 1-51. 2022. Institutional archive 

Ordonez, Alba; Utseth, Ingrid; Brautaset, Olav; Korneliussen, Rolf; Handegard, Nils Olav. Evaluation of echosounder data preparation strategies for modern machine learning models. Fisheries Research (ISSN 0165-7836). 254 doi: 10.1016/j.fishres.2022.106411. 2022.

Ordonez, Alba; Eikvil, Line; Salberg, Arnt-Børre; Harbitz, Alf; Elvarsson, Bjarki Thor. Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation. Fishes (ISSN 2410-3888). 7(2) pp 1-16. doi: 10.3390/fishes7020071. 2022.

Parviero, Riccardo; Hellton, Kristoffer Herland; Haug, Ola; Engø-Monsen, Kenth; Rognebakke, Hanne Therese Wist; Canright, Geoffrey; Frigessi, Arnoldo; Scheel, Ida. An agent-based model with social interactions for scalable probabilistic prediction of performance of a new product. International Journal of Information Management Data Insights 2(2) doi: 10.1016/j.jjimei.2022.100127. 2022. Institutional archive 

Pilán, Ildikó; Lison, Pierre; Øvrelid, Lilja; Papadopoulou, Anthi; Sánchez, David; Batet, Montserrat. The text anonymization benchmark (TAB): A dedicated corpus and evaluation framework for text anonymization. Computational Linguistics (ISSN 0891-2017). 48(4) pp 1053-1101. doi: 10.1162/coli_a_00458. 2022.

Politikos, Dimitris V.; Sykiniotis, Nikolaos; Petasis, Georgios; Dedousis, Pavlos; Ordonez, Alba; Vabø, Rune; Anastasopoulou, Aikaterini; Moen, Endre; Mytilineou, Chryssi; Salberg, Arnt-Børre; Chatzispyrou, Archontia; Malde, Ketil. DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images. Fishes (ISSN 2410-3888). 7(3) doi: 10.3390/fishes7030121. 2022.

Przybyla, Weronika; Paulsen, Kirsti; Mishra, Charitra Kumar; Nygård, Ståle; Engebretsen, Solveig; Ruud, Ellen; Trøen, Gunhild; Beiske, Klaus; Baumbusch, Lars Oliver. Whole exome sequencing of high-risk neuroblastoma identifies novel non-synonymous variants. PLOS ONE (ISSN 1932-6203). 17(8) pp 1-24. doi: 10.1371/journal.pone.0273280. 2022. Institutional archive 

Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. A geostatistical spatially varying coefficient model for mean annual runoff that incorporates process-based simulations and short records. Hydrology and Earth System Sciences (HESS) (ISSN 1027-5606). 26 pp 5391-5410. doi: 10.5194/hess-26-5391-2022. 2022.

Roksvåg, Thea; Lenkoski, Alex; Scheuerer, Michael; Heinrich, Claudio Constantin; Thorarinsdottir, Thordis Linda. Probabilistic prediction of the time to hard freeze using seasonal weather forecasts and survival time methods. Quarterly Journal of the Royal Meteorological Society (ISSN 0035-9009). doi: 10.1002/qj.4403. 2022.

Schneider, Max; McDowell, Michelle; Guttorp, Peter; Ashley Steel, Steel; Fleischhut, Nadine. Effective uncertainty visualization for aftershock forecast maps. Natural Hazards and Earth System Sciences (ISSN 1561-8633). 22(4) pp 1499-1518. doi: 10.5194/nhess-22-1499-2022. 2022.

Stenevik, Erling Kåre; Hølleland, Sondre Nedreås; Enberg, Katja; Høines, Åge Sigurd; Slotte, Aril; Salthaug, Are; Vatnehol, Sindre; Aanes, Sondre. Predicting density-dependent somatic growth in Norwegian spring-spawning herring. ICES Journal of Marine Science (ISSN 1054-3139). 79(4) pp 1340-1352. doi: 10.1093/icesjms/fsac057. 2022.

Strøm, Loreta Skrebelyte; Rønning, Ole Morten; Dahl, Fredrik Andreas; Steine, Kjetil; Kjekshus, Harald. Prediction of occult atrial fibrillation in patients after cryptogenic stroke and transient ischaemic attack: PROACTIA. Europace (ISSN 1099-5129). 24(12) pp 1881-1888. doi: 10.1093/europace/euac092. 2022. Institutional archive 

Tvete, Ingunn Fride; Aldrin, Magne Tommy; Jensen, Britt Bang. Towards better survival: Modeling drivers for daily mortality in Norwegian Atlantic salmon farming. Preventive Veterinary Medicine (ISSN 0167-5877). 210 doi: 10.1016/j.prevetmed.2022.105798. 2022.

Tvete, Ingunn Fride; Klemp, Marianne. Parkinson’s disease, treatment choice and survival over time. Clinical Parkinsonism & Related Disorders (ISSN 2590-1125). 6:100136 pp 1-6. doi: 10.1016/j.prdoa.2022.100136. 2022. Institutional archive 

Tveten, Martin; Eckley, Idris A.; Fearnhead, Paul. Scalable change-point and anomaly detection in cross-correlated data with an application to condition monitoring. Annals of Applied Statistics (ISSN 1932-6157). 16(2) pp 721-743. doi: 10.1214/21-AOAS1508. 2022.

Vandeskog, Silius Mortensønn; Thorarinsdottir, Thordis Linda; Steinsland, Ingelin; Lindgren, Finn. Quantile based modeling of diurnal temperature range with the five-parameter lambda distribution. Environmetrics (ISSN 1180-4009). doi: 10.1002/env.2719. 2022.

Weitzenboeck, Emily Mary; Lison, Pierre; Cyndecka, Malgorzata Agnieszka; Langford, Malcolm. The GDPR and Unstructured Data: Is Anonymisation Possible? International Data Privacy Law (IDPL) (ISSN 2044-3994). 12(3) pp 184-206. doi: 10.1093/idpl/ipac008. 2022. Institutional archive 

Wickstrøm, Kristoffer; Kampffmeyer, Michael; Mikalsen, Karl Øyvind; Jenssen, Robert. Mixing up contrastive learning: Self-supervised representation learning for time series. Pattern Recognition Letters (ISSN 0167-8655). 155 pp 54-61. doi: 10.1016/j.patrec.2022.02.007. 2022.

Wickstrøm, Kristoffer; Johnson, Juan Emmanuel; Løkse, Sigurd Eivindson; Camps-Valls, Gusatu; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert. The Kernelized Taylor Diagram. Communications in Computer and Information Science (CCIS) (ISSN 1865-0929). 1650 pp 125-131. doi: 10.1007/978-3-031-17030-0_10. 2022.

Yu, Shujian; Alesiani, Francesco; Yin, Wenzhe; Jenssen, Robert; Principe, Jose C.. Principle of Relevant Information for Graph Sparsification. Proceedings of Machine Learning Research (PMLR) (ISSN 2640-3498). 180 pp 2331-1241. doi: 10.48550/arXiv.2206.00118. 2022.

Åbjørsbråten, Knut Sindre; Skaaraas, Gry Helen Enger Syverstad; Cunen, Celine Marie Løken; Bjørnstad, Daniel Marelius; Binder, Kristin Maria Gullestad; Bojarskaite, Laura; Jensen, Vidar; Nilsson, Lars; Shreyas, Rao; Tang, Wannan; Hermansen, Gudmund Horn; Nagelhus, Erlend Arnulf; Ottersen, Ole Petter; Torp, Reidun; Enger, Rune. Impaired astrocytic Ca2+ signaling in awake-behaving Alzheimer’s disease transgenic mice. eLIFE (ISSN 2050-084X). doi: 10.7554/eLife.75055. 2022. Institutional archive 

Academic literature reviews

Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, Vassilios; Babai, Mohamed Zied; Barrow, Devon K.; Ben Taieb, Souhaib; Bergmeir, Christoph; Bessa, Ricardo J.; Bijak, Jakub; Boylan, John E.; Browell, Jethro; Carnevale, Claudio; Castle, Jennifer L.; Cirillo, Pasquale; Clements, Michael P.; Cordeiro, Clara; Cyrino Oliveira, Fernando Luiz; De Baets, Shari; Dokumentov, Alexander; Ellison, Joanne; Fiszeder, Piotr; Franses, Philip Hans; Frazier, David T.; Gilliland, Michael; Gönül, M. Sinan; Goodwin, Paul; Grossi, Luigi; Grushka-Cockayne, Yael; Guidolin, Mariangela; Guidolin, Massimo; Gunter, Ulrich; Guo, Xiaojia; Guseo, Renato; Harvey, Nigel; Hendry, David F.; Hollyman, Ross; Januschowski, Tim; Jeon, Jooyoung; Jose, Victor Richmond R.; Kang, Yanfei; Koehler, Anne B.; Kolassa, Stephan; Kourentzes, Nikolaos; Leva, Sonia; Li, Feng; Litsiou, Konstantia; Makridakis, Spyros; Martin, Gael M.; Martinez, Andrew B.; Meeran, Sheik; Modis, Theodore; Nikolopoulos, Konstantinos; Önkal, Dilek; Paccagnini, Alessia; Panagiotelis, Anastasios; Panapakidis, Ioannis; Pavía, Jose M.; Pedio, Manuela; Pedregal, Diego J.; Pinson, Pierre; Ramos, Patrícia; Rapach, David E.; Reade, J. James; Rostami-Tabar, Bahman; Rubaszek, Michał; Sermpinis, Georgios; Shang, Han Lin; Spiliotis, Evangelos; Syntetos, Aris A.; Talagala, Priyanga Dilini; Talagala, Thiyanga S.; Tashman, Len; Thomakos, Dimitrios; Thorarinsdottir, Thordis Linda; Todini, Ezio; Trapero Arenas, Juan Ramón; Wang, Xiaoqian; Winkler, Robert L.; Yusupova, Alisa; Ziel, Florian. Forecasting: theory and practice. International Journal of Forecasting (ISSN 0169-2070). 38 pp 705-871. doi: 10.1016/j.ijforecast.2021.11.001. 2022.

Academic chapters

Hassan, Syed Zohaib; Salehi, Pegah; Røed, Ragnhild Klingenberg; Halvorsen, Pål; Baugerud, Gunn Astrid; S. Johnson, Miriam; Lison, Pierre; Riegler, Michael; Lamb, Michael E.; Griwodz, Carsten; Sabet, Saeed. Towards an AI-driven talking avatar in virtual reality for investigative interviews of children. In: GameSys '22: Proceedings of the 2nd Workshop on Games Systems. (ISBN 978-1-4503-9381-2). pp 9-15. doi: 10.1145/3534085.3534340. 2022.

Manzanares-Salor, Benet; Sánchez, David; Lison, Pierre. Automatic Evaluation of Disclosure Risks of Text Anonymization Methods. In: Privacy in Statistical Databases. (ISBN 978-3-031-13944-4). pp 157-171. doi: 10.1007/978-3-031-13945-1_12. 2022.

Papadopoulou, Anthi; Yu, Yunhao; Lison, Pierre; Øvrelid, Lilja. Neural Text Sanitization with Explicit Measures of Privacy Risk. In: The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing. (ISBN 978-1-955917-65-0). pp 217-229. 2022.

Papadopoulou, Anthi; Lison, Pierre; Øvrelid, Lilja; Pilán, Ildikó. Bootstrapping Text Anonymization Models with Distant Supervision. In: Proceedings of the Thirteenth Language Resources and Evaluation Conference. (ISBN 979-10-95546-72-6). pp 4477-4487. 2022.

Walker, Nicholas Thomas; Dahl, Torbjørn; Lison, Pierre. Dialogue Management as Graph Transformations. In: Conversational AI for Natural Human-Centric Interaction. (ISBN 978-981-19-5537-2). pp 219-227. doi: 10.1007/978-981-19-5538-9_15. 2022.

Academic lectures

Aldrin, Magne Tommy. Hvilke faktorer påvirker lusespising hos rognkjeks? Arrangement, FHFs lusekonferanse; Trondheim, 06.04.2022 - 07.04.2022.

Aldrin, Magne Tommy. Estimation of climate sensitivity. Arrangement, 14th Trondheim Symposium in Statistics; Orkanger, 28.10.2022 - 29.10.2022.

Barna, Danielle; Engeland, Kolbjørn; Thorarinsdottir, Thordis Linda; Xu, Chong-Yu. New Flood-Duration-Frequency Models with a Focus on Estimation of Sub-daily Floods. Workshop, 12th International Workshop on Statistical Hydrology, 17.09.2022.

Barna, Danielle; Engeland, Kolbjørn; Thorarinsdottir, Thordis Linda; Xu, Chong-Yu. Flood-duration-frequency (QDF) Modeling: Updates and Current Status. Årsmøte, ClimDesign’s annual international seminar, 24.10.2022.

Barna, Danielle; Engeland, Kolbjørn; Thorarinsdottir, Thordis Linda; Xu, Chong-Yu. Regional flood-Duration-Frequency (QDF) Models for Norway. Konferanse, Nordic Hydrologic Council (NHC) Conference, 16.08.2022.

Cunen, Celine Marie Løken. The Flush Tank Model: Using gamma processes to model astrocyte activation. Arrangement, CAS workshop: From processes to models; Det Norske Videnskaps-Akademi, 19.10.2022 - 20.10.2022.

Cunen, Celine Marie Løken. Statistical Sightings of Better Angels? Arrangement, Pre-CAS Workshop; Røde kors konferansesenter, 11.05.2022 - 12.05.2022.

Cunen, Celine Marie Løken. Combining probabilistic forecasts for survival time – the time-to-frost project. Arrangement, CAS workshop: Prediction with Uncertainty; Røde kors konferansesenter, 06.12.2022 - 07.12.2022.

Dahl, Fredrik Andreas; Vedal, Amund Hansen; Eikvil, Line. Analyzing breast positioning in mammograms with graph convolutional networks. Arrangement, Visual Intelligence days 2022; Olavsgaard, 28.09.2022.

Engebretsen, Solveig. Situational awareness through mathematical modelling of COVID-19. Seminar, Nettverksmøte for modelleringsmiljøene; Oslo, 03.11.2022 - 04.11.2022.

Engebretsen, Solveig. Why traditional statistical regression models cannot be used to identify risk factors from case data on infectious diseases. Seminar, Metodelunsj på avdeling for kroniske sykdommer, 14.11.2022.

Handegard, Nils Olav; Brautaset, Olav; Choi, Changkyu; Furmanek, Tomasz; Hestnes, Arne Johan; Johnsen, Espen; Ordonez, Alba; Utseth, Ingrid; Vatnehol, Sindre; Huse, Geir. Developing and deploying machine learning methods for acoustic data. Workshop, WGFAST - Working Group on Fisheries Acoustics Science and Technology; Online/La Somone, 25.04.2022 - 28.04.2022.

Hempel, Manuel; Hovland, Ellen-Margrethe; Hellton, Kristoffer Herland; Roksvåg, Thea. Vær- og klimaprognoser for framtidas grøntproduksjon. Arrangement, Gartnerhallen-seminar 2022; Moxy Oslo X, 17.11.2022 - 18.11.2022.

Jullum, Martin. Prediction Explanation with Shapley values. Arrangement, Explainable AI Seminars @ Imperial; Online, 03.02.2022.

Lenkoski, Alex. Seasonal forecasts for Norway. Seminar, HydroCEN webinar vannkraft og klima; Digitalt, 02.11.2022.

Lutz, Julia; Grinde, Lars; Dyrrdal, Anita Verpe; Roksvåg, Thea; Thorarinsdottir, Thordis Linda. Estimating consistent rainfall design values for Norway using Bayesian inference and post-processing of posterior quantiles. Konferanse, EMS Annual Meeting 2022, EMS2022-85; Bonn, 04.09.2022 - 09.09.2022.

Ordonez, Alba. Improving marine acoustic target classification with spatial information. Arrangement, online FORMAL mini-conference on Machine Learning for Marine Sciences (ML4MS); Digital, 31.03.2022 - 01.04.2022.

Ordonez, Alba. Providing interpretable solutions. Arrangement, Visual Intelligence Days 2022; Oslo, 28.09.2022 - 29.09.2022.

Politikos, Dimitris V.; Sykiniotis, Nikolaos; Petasis, Georgios; Dedousis, Pavlos; Ordonez, Alba; Vabø, Rune; Anastasopoulou, Aikaterini; Moen, Endre; Mytilineou, Chryssi; Salberg, Arnt-Børre; Chatzispyrou, Archontia; Malde, Ketil. An online otolith age reader using deep neural networks: Perspectives and challenges. Arrangement, ICES Annual Science Conference 2022; Dublin, Irland, 19.09.2022 - 22.10.2022.

Redelmeier, Annabelle Alice. Predicting a food product’s missing nutritional values using machine learning and matching algorithms from natural language processing. Konferanse, Nordic Statistical Meeting; Reykjavik, Iceland, 22.08.2022 - 24.08.2022.

Roksvåg, Thea; Haug, Ola. Presentasjon av Climate Futures. Arrangement, Workshop med avfallsforsk; The hub, Oslo, 20.04.2022.

Roksvåg, Thea; Lenkoski, Alex; Sheuerer, Michael; Heinrich, Claudio Constantin; Thorarinsdottir, Thordis Linda. Probabilistic prediction of the time to hard freeze using seasonal weather forecasts and survival time methods. Konferanse, EGU General Assembly 2022; Wien og digitalt, 23.05.2022 - 27.05.2022.

Scheuerer, Michael. Using statistical and machine learning techniques to improve the skill of sub-seasonal weather predictions over Norway. Arrangement, Seminar; Department of Statistics, Uppsala University (talk given remotely), 09.02.2022.

Thorarinsdottir, Thordis Linda; Heinrich, Claudio Constantin; Guttorp, Peter. Validation of point process predictions with proper scoring rules. Seminar, Natural Resources Institute Finland Statistics Seminar, 07.03.2022.

Thorarinsdottir, Thordis Linda; Barna, Danielle; Roksvåg, Thea; Engeland, Kolbjørn; Xu, Chong-Yu; Lutz, Julia; Dyrrdal, Anita Verpe; Grinde, Lars. Consistent estimation of extreme precipitation and flooding across multiple durations. Workshop, BIRS Combining Causal Inference and Extreme Value Theory in the Study of Climate Extremes and their Causes; Kelowna, Canada og digitalt, 28.06.2022.

Thorarinsdottir, Thordis Linda; Roksvåg, Thea; Lutz, Julia; Grinde, Lars; Dyrrdal, Anita Verpe. A Bayesian framework to derive consistent intensity-duration-frequency curves from multiple data sources. Konferanse, EGU General Assembly 2022; Wien og digitalt, 23.05.2022 - 27.05.2022.

Thorarinsdottir, Thordis Linda; Roksvåg, Thea; Engeland, Kolbjørn; Barna, Danielle; Xu, Chong-Yu; Lutz, Julia; Dyrrdal, Anita Verpe; Grinde, Lars. Consistent estimation of extreme precipitation and flooding across multiple durations. Workshop, Workshop on Extremal Trends in Weather (WET Weather); Wales, 21.09.2022.

Trosten, Daniel Johansen; Wickstrøm, Kristoffer; Yu, Shujian; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael. Deep Clustering with the Cauchy-Schwarz Divergence. Arrangement, The AAAI-22 Workshop on Information Theory for Deep Learning (IT4DL); Digitalt, 28.02.2022.

Tvete, Ingunn Fride; Jensen, Britt Bang; Aldrin, Magne Tommy. Hvordan påvirker ulike faktorer den daglige dødeligheten i lakseoppdrett? Arrangement, Frisk Fisk 2022; Bergen, 30.05.2022 - 31.05.2022.

Tveten, Martin. Changepoints in the wild. Arrangement, Statscale Early Career Researchers Meeting; Brighton, UK, 14.12.2022 - 16.12.2022.

Vedal, Amund Hansen; Eikvil, Line; Holden, Marit; Gilbert, Andrew. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet. Arrangement, GEVU Research Day; Teams, 23.05.2022.

Waldeland, Anders Ueland; Ordonez, Alba; Wade, David. Seismic analogy retrieval: preliminary study. Arrangement, Visual Intelligence Days 2022; Oslo, 28.09.2022 - 29.09.2022.

Scientific lectures

Aas, Kjersti. AI and machine learning in Big Insight. Konferanse, NAIS 2022 Symposium; Oslo, 01.06.2022.

Aas, Kjersti. Forklarbar AI og kredittrisiko. Seminar, NTNU Student FinTech Forum; Trondheim, 06.04.2022.

Aldrin, Magne Tommy; Huseby, Ragnar Bang; Jensen, Britt Bang; Jansen, Mona Dverdal. Evaluering av effekten av ulike bekjempelses-strategier mot infeksiøs lakseanemi (ILA) ved hjelp av scenariosimulering. Arrangement, HAVBRUK 2022; Bergen, 19.10.2022 - 21.10.2022.

Eikvil, Line. Slik bruker vi norske mammogrammer for å utvikle et maskinlæringssystem. Konferanse, Mammografiprogrammets jubileumskonferanse; Lily Country Club, Kløfta, 13.06.2022 - 14.06.2022.

Engebretsen, Solveig. Is there life after PhD? Arrangement, Think career: career course for PhDs studying at the Department of Mathematics; Niels Henrik Abels hus, 18.11.2022.

Engebretsen, Solveig. Covid-19 situational awareness and forecasting modelling. Arrangement, Guest lecture in MF9120; Domus Odontologica, 01.12.2022.

Haug, Ola. Assessing building water damage risk - using building attributes, meteorology and topography. Arrangement, Fagseminar skadeforsikring - Klimaendringer, ESG og ny naturskadepool; Felix konferansesenter, Oslo, 31.05.2022.

Haug, Ola. Assessing probabilities and impacts of extreme events for the needs of insurance under climate change. Arrangement, Disaster Resilient Societies: Disaster Resilience and Insurance; Brussels (+hybrid), 07.11.2022.

Jensen, Britt Bang; Oliveira, Victor Henrique Silva de; Gåsnes, Siri Kristine Sollien; Qviller, Lars; Aldrin, Magne Tommy; Tvete, Ingunn Fride. Bare dødfisk følger strømmen -oppsummering fra forskningsprosjekt om dødelighet i norsk akvakultur. Arrangement, Frisk Fisk 2022; Bergen, 30.05.2022 - 31.05.2022.

Lison, Pierre. Anonymization of sensitive information. Arrangement, Workshop on the use of NLP in business and the social sciences; Oslo, 15.02.2022.

Løland, Anders. (Hvordan) kan kunstig intelligens endre forskerrollen? – hvor er kunstig intelligens + fire tankekors. Seminar, Instituttsamling med fokus på AI; Grebbestad, 22.04.2022.

Løland, Anders. Responsible machine learning in insurance: pitfalls and opportunities. Seminar, Gjensidige Analytics Summit; Oslo, 30.08.2022.

Løland, Anders. Hva er egentlig kunstig intelligens – og hvor er fallgruvene? Seminar, Personvernombudsnettverket; Internett, 19.10.2022.

Løland, Anders. Hva er egentlig maskinlæring – og kan robotene ta over jobbene våre? Seminar, Det årlige personvernkurset; Sandefjord, 27.10.2022 - 29.10.2022.

Nielsen, Didrik. Normalizing Flows. Gjesteforelesning, Nordic Probabilistic AI School; Helsinki, 13.06.2022 - 17.06.2022.

Roksvåg, Thea; Lenkoski, Alex; Scheuerer, Michael; Heinrich, Claudio Constantin; Thorarinsdottir, Thordis Linda. Prediction of the time to hard freeze using seasonal weather forecasts and survival time methods. Arrangement, Faglig seminar - Climate Futures; Zoom, 15.02.2022.

Roksvåg, Thea; Lenkoski, Alex; Sheuerer, Michael; Heinrich, Claudio Constantin; Thorarinsdottir, Thordis Linda. Probabilistic prediction of the time to hard freeze using seasonal weather forecasts and survival time methods. Arrangement, Bjerknes Climate Prediction seminar; Bergen/Digitalt, 25.02.2022.

Salberg, Arnt Børre; Ordonez, Alba. Making sense of AI models. Arrangement, Hamar Digirama: En kunstig intelligent helaften, 10.11.2022.

Teigland, André. Hva kan maskinlæring, bildeanalyse og statsitisk modellering brukes til? Arrangement, Data som ressurs - Hva kan vi lære av andre bransjer?; Webinar, 11.02.2022.

Thorarinsdottir, Thordis Linda. Climate Futures: Navigating climate risk. Workshop, Workshop on Extremal Trends in Weather (WET Weather); Wales, 21.09.2022.

Thorarinsdottir, Thordis Linda. On the importance of statistics and machine learning in climate research. Seminar, dScience Lunch Seminar; Oslo, 03.03.2022.

Thorarinsdottir, Thordis Linda; Solberg, Rune; Lenkoski, Alex; Roksvåg, Thea. Potensialet i data. Seminar, NFR og KLD frokostmøte: Data og datadeling, 29.09.2022.

Thorarinsdottir, Thordis Linda; Haugen, Marion; Guttorp, Peter. Extracting robust information from data. Workshop, Consolidating downscaling for the provision of regional climate information; Oslo og digitalt, 12.10.2022.

Tjøstheim, Dag Bjarne; Jullum, Martin; Løland, Anders. Statistical embedding: Beyond principal components. Seminar, Seminar series in Statistics and Data Science; Oslo, 22.11.2022.

Posters at scientific conferences

Choi, Changkyu; Yu, Shujian; Kampffmeyer, Michael; Salberg, Arnt-Børre; Handegard, Nils Olav; Salahuddin, Suaiba Amina; Jenssen, Robert. Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior. SFI Visual Intelligence Days 2022; Quality Hotel Olavsgaard, Hvamstubben 11, 2013 Skjetten, 28.09.2022 - 29.09.2022.

Dahl, Fredrik Andreas; Holden, Marit; Brautaset, Olav; Eikvil, Line. A two-stage mammography classification model using XAI for ROI detection. Visual Intelligence days 2022; Olavsgaard, 28.09.2022 - 29.09.2022.

Dahl, Fredrik Andreas; Holden, Marit; Brautaset, Olav; Eikvil, Line. A mammography classification model trained from image labels only. NLDL 2022; Online, 10.01.2022.

Ordonez, Alba; Vedal, Amund Hansen; Dahl, Fredrik Andreas; Eikvil, Line. Explainability and uncertainty for classification of mammograms. NLDL 2022; Digital, 10.01.2022 - 12.03.2022.

Ordonez, Alba; Waldeland, Anders Ueland; Wade, David. Seismic analogy retrieval: preliminary study. Visual Intelligence Days 2022; Oslo, 28.09.2022 - 29.09.2022.

Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert. RELAX: Representation Learning Explainability. Northern Lights Deep Learning Conference; Tromsø, 11.01.2022 - 12.01.2022.

Utseth, Ingrid; Ordonez, Alba; Eikvil, Line; Brautaset, Olav; Salberg, Arnt Børre; Handegard, Nils Olav. Improving marine acoustic target classification with context information. ICES Annual Science Conference 2022; Dublin, 19.09.2022 - 22.09.2022.

Vedal, Amund Hansen; Eikvil, Line; Holden, Marit. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using a Graph Convolution Network. Northern Lights Deep Learning conference, 10.01.2022 - 12.01.2022.

Reports

Aas, Kjersti; Neef, Linda Reiersølmoen. Modell for Solvens II - Versjon XIII: Modul for prising av rentegaranti. Norsk Regnesentral, Oslo. NR-notat SAMBA/39/22. pp 52. 2022.

Aas, Kjersti; Günther, Clara-Cecilie. Counterfactual explanations for FundingPartner’s credit scoring model. Norsk Regnesentral, . NR-notat SAMBA/09/22. pp 26. 2022.

Aas, Kjersti. Bruk av data fra Brønnøysundregisteret og Norges domstoler i kredittscoringsmodell for FundingPartner. Norsk Regnesentral, . NR-notat SAMBA/43/22. pp 13. 2022.

Aas, Kjersti; Neef, Linda Reiersølmoen. Modell for Solvens II - Versjon XIII: Teknisk rapport for balansemodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/35/22. pp 90. 2022.

Aastveit, Marthe Elisabeth; Rognebakke, Hanne Therese Wist; Aas, Kjersti. Evaluering av XGBoost-modellen for prisestimater. Norsk Regnesentral, . NR-notat SAMBA/47/22. pp 28. 2022.

Aldrin, Magne Tommy; Huseby, Ragnar Bang. Estimating the effect of continuous delousing- based on data from Rogne in 2021-2022. Norsk Regnesentral, . NR-notat SAMBA/24/22. pp 25. 2022.

Dahl, Fredrik Andreas; Holden, Marit; Brautaset, Olav; Eikvil, Line. Machine learning for screening mammography. Norsk Regnesentral, Oslo. NR-notat SAMBA/18/22. pp 33. 2022.

Eikvil, Line; Dahl, Fredrik Andreas; Holden, Marit; Brautaset, Olav; Hofvind, Solveig; Aglen, Camilla Flåt; Larsen, Marthe. Procedures for mammographic screening with machine learning. Norsk Regnesentral, Oslo. NR-notat SAMBA/17/22. pp 16. 2022.

Eikvil, Line; Waldeland, Anders U.; Barker, Daniel Martin L; Holden, Marit; Hauge, Ragnar; Salberg, Arnt Børre. Deep learning in seismic interpretation, Development and experiments 2021-2022. Norsk Regnesentral, . NR-notat SAMBA/46/22. pp 28. 2022.

Günther, Clara-Cecilie; Aas, Kjersti. Use of news sentiments in credit scoring model for FundingPartner. Norsk Regnesentral, . NR-notat SAMBA/26/22. pp 17. 2022.

Haug, Ola; Aldrin, Magne. Ny metodikk for ÅDT-belegging av vegnettet – med tilleggskriterier. Norsk Regnesentral, . NR-notat SAMBA/23/22. pp 33. 2022.

Haugen, Marion; Aldrin, Magne Tommy. Estimated effect of a lice treatment from experimental data. Norsk Regnesentral, . NR-notat SAMBA/33/22. pp 43. 2022.

Hellton, Kristoffer Herland; Thorarinsdottir, Thordis. Analysis of variety crossings for improved yield in timothy. Norsk Regnesentral Oslo, . NR-notat SAMBA/07/22. pp 17. 2022.

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/12/22. pp 28. 2022.

Lenkoski, Alex; Kolstad, Erik Wilhelm; Thorarinsdottir, Thordis Linda. A Benchmarking Dataset for Seasonal Weather Forecasts. Norsk Regnesentral, . NR-notat SAMBA/01/22. pp 10. 2022.

Løland, Anders; Engebretsen, Solveig; Günther, Clara-Cecilie. Estimation of DRS collection rate by unit and total collection rate by unit for 2021. Norsk Regnesentral, . NR-notat SAMBA/03/22. pp 66. 2022.

Løland, Anders; Engebretsen, Solveig; Günther, Clara-Cecilie. Beregning av pantegrad og innsamlingsgrad for 2021. Norsk Regnesentral, . NR-notat SAMBA/02/22. pp 65. 2022.

Neef, Linda Reiersølmoen; Aas, Kjersti. RSM - Versjon 5.0.1.R: Brukermanual. Norsk Regnesentral, . NR-notat SAMBA/05/22. pp 80. 2022.

Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XIII: Estimeringsmodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/38/22. pp 64. 2022.

Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XIII: Teknisk rapport for passivamodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/36/22. pp 316. 2022.

Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XIII: Brukermanual. Norsk Regnesentral, Oslo. NR-notat SAMBA/37/22. pp 125. 2022.

Ordonez, Alba; Holden, Marit. Learning motion of seismic structures without human labelling. Norsk Regnesentral, . NR-notat SAMBA/10/22. pp 22. 2022.

Ordonez, Alba; Vedal, Amund Hansen. Evaluating Different Strategies for Domain Generalization in Mammogram Classifiers. Norsk Regnesentral, Oslo. NR-notat SAMBA/34/22. pp 18. 2022.

Ordonez, Alba. Learning motion of seismic structures without human labelling. Norsk Regnesentral, . pp 20. 2022.

Pirbhulal, Sandeep; Abie, Habtamu; Jullum, Martin; Nielsen, Didrik; Løland, Anders. AI/ML for 5G and Beyond Cybersecurity. Norsk Regnesentral, Oslo. NR-notat DART/15/22. pp 25. 2022.

Redelmeier, Annabelle Alice; Løland, Anders. Predicting a food product’s missing nutritional values using machine learning and matching algorithms from natural language processing. Norsk Regnesentral, . pp 18. 2022.

Rognebakke, Hanne Therese Wist. January 2021 – December 2021, Validation of property value estimates: Second home market - Updated evEstimat. Norsk Regnesentral, . NR-notat SAMBA/16/22. pp 22. 2022.

Rognebakke, Hanne Therese Wist. June 2021 – May 2022, Validation of property value estimates: Houses. Norsk Regnesentral, . NR-notat SAMBA/21/22. pp 15. 2022.

Rognebakke, Hanne Therese Wist. January 2021 – December 2021, Validation of property value estimates: Updated evEstimat. Norsk Regnesentral, . NR-notat SAMBA/15/22. pp 31. 2022.

Rognebakke, Hanne Therese Wist. January 2021 - December 2021 Validation of property value estimates. Norsk Regnesentral, . NR-notat SAMBA/13/22. pp 32. 2022.

Rognebakke, Hanne Therese Wist. June 2021 – May 2022, Validation of property value estimates: Housing cooperative shares. Norsk Regnesentral, . NR-notat SAMBA/20/22. pp 14. 2022.

Rognebakke, Hanne Therese Wist. January 2021 – December 2021, Validation of property value estimates: Second home market. Norsk Regnesentral, . NR-notat SAMBA/14/22. pp 22. 2022.

Rognebakke, Hanne Therese Wist; Aas, Kjersti; Jullum, Martin. Saldoprognoser. Norsk Regnesentral, . NR-notat SAMBA/42/22. pp 38. 2022.

Tvete, Ingunn Fride; Aldrin, Magne Tommy. Samstemthet mellom team som tolker akustikkmålinger fra tokt. Norsk Regnesentral, Oslo. pp 18. 2022.

Wahl, Jens Christian; Rognebakke, Hanne Therese Wist. Evaluering av Helgeland Krafts risikomodell. Norsk Regnesentral, . NR-notat SAMBA/40/22. 2022.

Wahl, Jens Christian; Aas, Kjersti. Modeling claim frequency for car insurance using meteorological data. Norsk Regnesentral, . NR-notat SAMBA/22/22. pp 36. 2022.

Popular scientific lectures

Aas, Kjersti. Bruk av AI i finans og forsikring - hva er våre erfaringer? Kunstig intelligens i finansnæringen - Hva er det og hvordan brukes det?; Finans Norge, Fornebu, 01.06.2022.

Rognebakke, Hanne Therese Wist. Introduksjon til R – verktøy for statistisk analyse og maskinlæring. Kurs; Norsk Regnesentral, Oslo, 14.02.2022.

Feature articles

Lison, Pierre; Korsvoll, Nils Hallvard; Lundberg, Aase-Kristine Aasen. Kjernekraft -er det farlig, eller er det fremtiden? Morgenbladet. 2022.

Lison, Pierre; Rots, Aike Peter; De Korne, Haley. Hvilket fremmedspråk bør man lære seg i Google-oversettelsenes tidsalder? Morgenbladet. 2022.

Lund, Bjarte Aarmo; Sandsør, Astrid Marie Jorde; Lison, Pierre. Problemer på kontoret: Alltid jeg som må trakte kaffe. Morgenbladet. 2022.

Articles in business, trade and industry journals

Eiliv, Lund; Holden, Marit; Igor, Snapkov; Lill-Tove Rasmussen, Busund; Nikita, Shvetsov; Holden, Lars. Trajectories of gene expression, seasonal influenza, and within-host seasonal immunity: transfer value to covid-19. medRxiv. doi: 10.1101/2022.03.01.22271679. 2022.

Popular scientific articles

Boissonnot, Lauris; Engebretsen, Solveig; Aldrin, Magne Tommy. Kondisjonsfaktor hos rognkjeks. Norsk Fiskeoppdrett (ISSN 0332-7132). 2022.

Brox Nilsen, Irene; Dyrrdal, Anita Verpe; Roksvåg, Thea; Lutz, Julia; Engeland, Kolbjørn. Styrtregn og styrtflom: Hvordan kan vi unngå skader? Naturen (ISSN 0028-0887). 2022.

Editorials

Schultz, David M.; Anderson, Jeffrey; Benacchio, Tommaso; Corbosiero, Kristen L.; Eastin, Matthew D.; Evans, Clark; Gao, Jidong; Hacker, Joshua P.; Hodyss, Daniel; Kleist, Daryl; Kumjian, Matthew R.; McTaggart-Cowan, Ron; Meng, Zhiyong; Minder, Justin; Posselt, Derek; Roundy, Paul; Rowe, Angela; Scheuerer, Michael; Schumacher, Russ S.; Trier, Stan; Weiss, Christopher. How to Be a More Effective Author. Monthly Weather Review (ISSN 0027-0644). doi: 10.1175/MWR-D-22-0277.1. 2022.

Reader opinion pieces

Løland, Anders. Spionerer støvsugeren din på deg?. Dagens næringsliv, 2022-08-19 , pp. 39

Media contributions

Engebretsen, Solveig; Goodwin, Morten; Fyhn, Marianne; Jemterud, Torkild. Abels tårn. 2022. NRK P2 [Radio] 11.02.2022.

Engebretsen, Solveig; Wahl, Andreas Solberg. Kaffe med en forsker. 2022. Instagram [Internet] 22.09.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Så stor er sjansen for at Start rykker opp: – Vi kan vinne alle kampene. 2022. Fædrelandsvennen [Newspaper] 09.09.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Tallknuserne uenige om Liverpools tittelsjanser. 2022. tv2.no [Internet] 22.05.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Tallknusernes dom: Disse tar medalje og disse rykker ned. 2022. nrk.no [Internet] 02.04.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Tallknusere om FKHs sjanser: – Ser veldig lovende ut. 2022. h-avis.no [Internet] 15.10.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Tallknuserne mener håpet i praksis er ute for KBK. 2022. Tidenes Krav [Newspaper] 07.09.2022.

Fjeldstad, Torstein Mæland; Løland, Anders. Norsk Regnesentral: 99,9 prosent sannsynlig at Brann rykker opp. 2022. Bergens Tidende [Newspaper] 10.08.2022.

Hellton, Kristoffer Herland; Gjuvsland, Elin Ruhlin; Amdahl, Helga. Film: Fremtidens gress. 2022. https://www.youtube.com/user/NorskRegnesentral [Internet] 24.08.2022.

Holden, Lars; Løland, Anders; Kvaløy, Jan Terje. Data misuse – or seven ways to fail with statistics. 2022. The Magazine Research Ethics [Internet] 19.12.2022.

Petterson, Jarle; Eikvil, Line; Fuglerud, Kristin Skeide; Fredrik, Dahl; Halbach, Till. Kunstig intelligens avlaster travle spesialister. 2022. effektivvelferd.no [Newspaper] 30.09.2022.

Tvete, Ingunn Fride; Aldrin, Magne Tommy; Jensen, Britt Bang; Steinholt, Leif. Ny studie om dødsårsak i oppdrett: Hver femte døde laks skyldes avlusing. 2022. Helgeland Blad [Newspaper] 08.06.2022.

Popular scientific book

Lison, Pierre. Dis, c'est quoi l'intelligence artificielle? 2022.

Programme management

Løland, Anders; Thorarinsdottir, Thordis Linda; Lenkoski, Alex. Episode 16: Climate Futures. Klimaprognoser for 10 dager til 10 år fram / Predicting climate risks 10 days to 10 years ahead. 2022.

Løland, Anders. Episode 17: Vil kunstig intelligens ordne alt for Gjensidige om noen år? 2022.

Løland, Anders; Tveten, Martin; Moen, Per August Jarval. Episode 15: Krafthack 2022: Suksess med Rema 1000-strategi. 2022.

Løland, Anders. Sommerjobb på NR: Semi-automatiske saksbehandlere og prognoser for modning av plommer. 2022.

Løland, Anders; Fuglerud, Kristin Skeide; Lison, Pierre. Hva er universell utforming? 2022.

Løland, Anders; Lenkoski, Alex; Thorarinsdottir, Thordis Linda. Hvordan vet vi hvor tørr sommeren i Europa blir? / How to make a seasonal forecast. 2022.