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Publications by department

Publications by department

Department: SAMBA
Period: 2022 - 2022

    Academic journal articles

    2022

    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). doi: 10.1080/09377255.2022.2159108. 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 1-11. doi: 10.1002/oa.3178. 2022.

    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(1) doi: 10.1186/s12874-022-01565-1. 2022. Institutional archive 

    Hellton, Kristoffer Herland. Penalized angular regression for personalized predictions. Scandinavian Journal of Statistics (ISSN 0303-6898). 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.

    Liu, Yi; Liu, Qinghui; Sample, James Edward; Hancke, Kasper; Salberg, Arnt Børre. Coastal habitat mapping with UAV multi-sensor data: an experiment among DCNN-based approaches. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISSN 2194-9042). V-3-2022 pp 439-445. doi: 10.5194/isprs-annals-V-3-2022-439-2022. 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; 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.

    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.

    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; 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. Quarterly Journal of the Royal Meteorological Society (ISSN 0035-9009). doi: 10.1002/qj.4403. 2022.

    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 (ISSN 1027-5606). 26 pp 5391-5410. doi: 10.5194/hess-26-5391-2022. 2022.

    Rudjord, Øystein; Solberg, Rune; Spreen, Gunnar; Gerland, Sebastian. Estimating thin ice thickness around Svalbard using MODIS satellite imagery. Geografiska Annaler: Series A, Physical Geography (ISSN 0435-3676). 104(2) pp 127-149. doi: 10.1080/04353676.2022.2070158. 2022.

    Salahuddin, Suaiba Amina; Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert. A self-guided anomaly detection-inspired few-shot segmentation network. CEUR Workshop Proceedings (ISSN 1613-0073). 3271 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.

    Switanek, Matthew B.; Hamill, Thomas M.; Long, Lindsey N.; Scheuerer, Michael. Predicting subseasonal tropical cyclone activity using NOAA and ECMWF reforecasts. Weather and forecasting (ISSN 0882-8156). doi: 10.1175/WAF-D-22-0124.1. 2022.

    Trier, Øivind Due; Salberg, Arnt Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn. Detection of forest roads in Sentinel-2 images using U-Net. Proceedings of the Northern Lights Deep Learning Workshop 3 doi: 10.7557/18.6246. 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.

    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.

    Vitelli, Valeria; Fleischer, Thomas; Ankill, Jørgen; Arjas, Elja; Frigessi, Arnoldo; Kristensen, Vessela N.; Zucknick, Manuela. Transcriptomic pan-cancer analysis using rank-based Bayesian inference. Molecular Oncology (ISSN 1574-7891). doi: 10.1002/1878-0261.13354. 2022.

    Waldeland, Anders Ueland; Trier, Øivind Due; Salberg, Arnt-Børre. Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning. International Journal of Applied Earth Observation and Geoinformation (ISSN 1569-8432). 111 doi: 10.1016/j.jag.2022.102840. 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.

    Åbjørsbråten, Knut Sindre; Skaaraas, Gry HE Syverstad; Cunen, Celine Marie Løken; Bjørnstad, Daniel Marelius; Binder, Kristin M Gullestad; Bojarskaite, Laura; Jensen, Vidar; Nilsson, Lars; Rao, Shreyas B.; 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

    2022

    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). doi: 10.1016/j.ijforecast.2021.11.001. 2022.

    Academic chapters

    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). 2022.

    Papadopoulou, Anthi; Lison, Pierre; Øvrelid, Lilja; Pilán, Ildikó. Bootstrapping Text Anonymization Models with Distant Supervision. In: Proceedings of the 13th Language Resources and Evaluation Conference. (ISBN 979-10-95546-72-6). pp 4477-4487. 2022.

    Academic lectures

    2022

    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. 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. 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. 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. 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.

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

    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; 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.

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

    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; 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; 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; 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.

    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.

    Trier, Øivind Due; Reksten, Jarle Hamar; Løseth, Kristian. Automated mapping of cultural heritage in Norway from airborne laser scanning data using Faster R-CNN. Arrangement, 41st EARSeL Symposium; Pafos, Kypros, 13.09.2022 - 16.09.2022.

    Trier, Øivind Due; Reksten, Jarle Hamar; Løseth, Kristian. Automated mapping of cultural heritage in Norway from airborne lidar data using Faster R-CNN. Arrangement, Northern Lights Deep Learning Conference 2022; Tromsø, 10.01.2022 - 12.01.2022.

    Trier, Øivind Due; Salberg, Arnt-Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn. Detection of forest roads in Sentinel-2 images using U-Net. Arrangement, Northern Lights Deep Learning Conference 2022; Tromsø, 10.01.2022 - 12.01.2022.

    Trier, Øivind Due; Salberg, Arnt-Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn. Detection of nature interventions in Sentinel-2 images of Norway using U-Net. Arrangement, 41st EARSeL Symposium; Pafos, Kypros, 13.09.2022 - 16.09.2022.

    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

    2022

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

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

    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.

    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, Are Charles. Self-supervised inspired score values for building-change detection. Arrangement, Visual Intelligence Days 2022; HOTEL OLAVSGAARD, 28.09.2022 - 29.09.2022.

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

    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.

    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.

    Salberg, Arnt Børre. Trends in deep learning. Årsmøte, Visual intelligence days 2022; Lillestrøm, 28.09.2022 - 29.09.2022.

    Salberg, Arnt Børre. Visual intelligence in medicine and health, marine science, industry and energy, and earth observation. Arrangement, Hamar Digirama; Hamar, 17.03.2022.

    Salberg, Arnt Børre. Introduction to convolutional neural networks. Årsmøte, Visual intelligence days 2022; Lillestrøm, 28.09.2022 - 29.09.2022.

    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; 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.

    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.

    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

    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.

    Jensen, Are Charles. Automatic building-change detection in aerial images. Visual Intelligence Days 2022; HOTEL OLAVSGAARD, 28.09.2022 - 29.09.2022.

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

    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.

    Salberg, Arnt Børre; Nilssen, Kjell Tormod; Biuw, Martin; Stenson, Garry B.. Automatic detection of seal pups on ice from aerial images. ICES Annual Science Conference 2022; Dublin, 19.09.2022 - 22.09.2022.

    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

    2022

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

    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.

    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.

    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.

    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. Beregning av pantegrad og innsamlingsgrad for 2021. Norsk Regnesentral, . NR-notat SAMBA/02/22. pp 65. 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.

    Neef, Linda Reiersølmoen; Aas, Kjersti. Modell for Solvens II - Versjon XIII: Brukermanual. Norsk Regnesentral, Oslo. NR-notat SAMBA/37/22. pp 125. 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. 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: Teknisk rapport for passivamodul. Norsk Regnesentral, Oslo. NR-notat SAMBA/36/22. pp 316. 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. Learning motion of seismic structures without human labelling. Norsk Regnesentral, . pp 20. 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.

    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; Aas, Kjersti; Jullum, Martin. Saldoprognoser. Norsk Regnesentral, . NR-notat SAMBA/42/22. pp 38. 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. Norsk Regnesentral, . NR-notat SAMBA/13/22. pp 32. 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. 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. June 2021 – May 2022, Validation of property value estimates: Houses. Norsk Regnesentral, . NR-notat SAMBA/21/22. pp 15. 2022.

    Trier, Øivind Due. Driftspilot naturinngrep. Metodeforbedringer i 2022. Norsk Regnesentral, Oslo. NR-notat SAMBA/45/22. pp 403. 2022.

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

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

    Popular scientific lectures

    2022

    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

    2022

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

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

    2022

    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

    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

    2022

    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

    2022

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

    Media contributions

    2022

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

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

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

    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. Tallknusere om FKHs sjanser: – Ser veldig lovende ut. 2022. h-avis.no [Internet] 15.10.2022.

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

    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. Tallknusernes dom: Disse tar medalje og disse rykker ned. 2022. nrk.no [Internet] 02.04.2022.

    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

    2022

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

    Programme management

    2022

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

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

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

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

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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
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