Academic journal articles

Abie, Habtamu. Cognitive Cybersecurity for CPS-IoT Enabled Healthcare Ecosystems. International Symposium on Medical Information and Communication Technology (ISSN 2326-828X). 2019-May doi: 10.1109/ISMICT.2019.8743670. 2019. Full-text 

Bai, Aleksander; Stray, Inga Viktoria Ågesdatter Gulli; Mork, Heidi Camilla. What methods software teams prefer when testing web accessibility. Advances in Human-Computer Interaction (ISSN 1687-5893). 2019:3271475 pp 1-14. doi: 10.1155/2019/3271475. 2019. Full-text 

Bianchi, Filippo Maria; Livi, Lorenzo; Mikalsen, Karl Øyvind; Kampffmeyer, Michael C.; Jenssen, Robert. Learning representations of multivariate time series with missing data. Pattern Recognition (ISSN 0031-3203). 96:106973 pp 1-11. doi: 10.1016/j.patcog.2019.106973. 2019.

Boudko, Svetlana; Abie, Habtamu. Adaptive Cybersecurity Framework for Healthcare Internet of Things. International Symposium on Medical Information and Communication Technology (ISSN 2326-828X). 2019-May doi: 10.1109/ISMICT.2019.8743905. 2019. Full-text 

Bárbara, Carla Patricia; Cabello, Patrícia; Bouche, Alexandre; Aarnes, Ingrid; Gordillo, Carlos; Ferrer, Oriol; Roma, Maria; Arbués, Pau. Quantifying the impact of the structural uncertainty on the gross rock volume in the Lubina and Montanazo oil fields (Western Mediterranean). Solid Earth (SE) (ISSN 1869-9510). 10(5) pp 1597-1619. doi: 10.5194/se-10-1597-2019. 2019.

Cooney, Martin Daniel; Leister, Wolfgang. Using the Engagement Profile to Design an Engaging Robotic Teaching Assistant for Students. Robotics (ISSN 2218-6581). 8(1) doi: 10.3390/robotics8010021. 2019. Full-text 

Fredricson Marquez, Jonatan; Lee, Aline Magdalena; Aanes, Sondre; Engen, Steinar; Herfindal, Ivar; Salthaug, Are; Sæther, Bernt-Erik. Spatial scaling of population synchrony in marine fish depends on their life history. Ecology Letters (ISSN 1461-023X). 22 doi: 10.1111/ele.13360. 2019.

Heinrich, Claudio Constantin; Pakkanen, Mikko S; Veraart, Almut E.D.. Hybrid simulation scheme for volatility modulated moving average fields. Mathematics and Computers in Simulation (ISSN 0378-4754). doi: 10.1016/j.matcom.2019.04.006. 2019.

Holden, Lars. Mixing of MCMC algorithms. Journal of Statistical Computation and Simulation (ISSN 0094-9655). doi: 10.1080/00949655.2019.1615064. 2019.

Kampffmeyer, Michael C.; Løkse, Sigurd; Bianchi, Filippo Maria; Livi, Lorenzo; Salberg, Arnt Børre; Jenssen, Robert. Deep divergence-based approach to clustering. Neural Networks (ISSN 0893-6080). 113 pp 91-101. doi: 10.1016/j.neunet.2019.01.015. 2019.

Leister, Wolfgang; Tjøstheim, Ingvar; Joryd, Göran; Andersson, Jan Alfred; Heggelund, Håvard. Strengthening Engagement in Science Understanding with Learning Trails. Multimodal Technologies and Interaction (ISSN 2414-4088). 3(3) doi: 10.3390/mti3030048. 2019. Full-text 

Leister, Wolfgang. Strengthening Tourists’ Engagement in Guided Hiking and Trekking. Administrative Sciences (ISSN 2076-3387). 9(2) doi: 10.3390/admsci9020045. 2019. Full-text 

Melvær, Giil Lasse; Solvang, Stein-Erik Hafstad; Giil, Malin Melvaer; Hellton, Kristoffer Herland; Skogseth, Ragnhild Eide; Vik-Mo, Audun Osland; Hortobágyi, Tibor; Aarsland, Dag; Nordrehaug, Jan Erik. Serum Potassium Is Associated with Cognitive Decline in Patients with Lewy Body Dementia. Journal of Alzheimer's Disease (ISSN 1387-2877). 68(1) pp 239-253. doi: 10.3233/JAD-181131. 2019.

Reksten, Jarle Hamar; Salberg, Arnt Børre; Solberg, Rune. Flood detection in Norway based on Sentinel-1 SAR imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISSN 1682-1750). XLII-3/W8 pp 349-355. doi: 10.5194/isprs-archives-XLII-3-W8-349-2019. 2019.

Revhaug, Cecilie; Zasada, Magdalena; Rognlien, Anne Gro Wesenberg; Günther, Clara-Cecilie; Grabowska, Agnieszka; Książek, Teofila; Madetko-Talowska, Anna; Szewczyk, Katarzyna; Bik-Multanowski, Miroslaw; Kwinta, Przemko; Pietrzyk, Jacek Józef; Baumbusch, Lars Oliver; Saugstad, Ola Didrik. Pulmonary vascular disease is evident in gene regulation of experimental bronchopulmonary dysplasia. Journal of Maternal-Fetal & Neonatal Medicine (ISSN 1476-7058). pp 1-10. doi: 10.1080/14767058.2018.1541081. 2019.

Steel, E. Ashley; Liermann, Martin; Guttorp, Peter. Beyond Calculations: A Course in Statistical Thinking. American Statistician (ISSN 0003-1305). 73(1) pp 392-401. doi: 10.1080/00031305.2018.1505657. 2019.

Academic chapters

Halbach, Till; Tjøstheim, Ingvar. Towards Reliable Accessibility Assessments of Science Center Exhibits. In: Human-Computer Interaction – INTERACT 2019. (ISBN 978-3-030-29380-2). pp 33-41. doi: https://doi.org/10.1007/978-3-030-29381-9_3. 2019.

Stray, Viktoria; Bai, Aleksander; Sverdrup, Nikolai Johan Sand; Mork, Heidi Camilla. Empowering Agile Project Members with Accessibility Testing Tools: A Case Study. In: Agile Processes in Software Engineering and Extreme Programming: 20th International Conference, XP 2019, Montréal, QC, Canada, May 21–25, 2019, Proceedings. (ISBN 978-3-030-19033-0). pp 86-101. doi: 10.1007/978-3-030-19034-7_6. 2019.

Academic lectures

Aas, Kjersti; Czado, Claudia. Vine copulas in finance & insurance. Konferanse, IME conference 2019; Munich, 10.07.2019.

Aas, Kjersti. Explaining predictions from machine learning methods when features are dependent. Workshop, Vine Copulas and their Applications; Munich, 08.07.2019 - 09.07.2019.

Brautaset, Olav. Applying deep learning to non-standard image data - a case study on marine acoustics. Workshop, Northern Lights Deep Learning Workshop 2019; Tromsø, 09.01.2019 - 10.01.2019.

Brautaset, Olav; Handegard, Nils Olav. Automated acoustic data processing with deep learning. Workshop, Norway-US Workshop on Machine Learning to Improve Science for the Sustainability of Living Ocean Resources; Bergen, 23.05.2019 - 25.05.2019.

Günther, Clara-Cecilie; Haugen, Marion; Neef, Linda Reiersølmoen. Gir klikkstrømdata bedre innsikt i besøkendes behov? Konferanse, Det 20. norske statistikermøtet; Sola, 18.06.2019 - 20.06.2019.

Huseby, Ragnar Bang; Aldrin, Magne Tommy. Recent developments in statistical modelling of disease dispersal in marine fish aquaculture. Konferanse, Det 20. norske statistikermøtet; Sola Strand Hotel, 17.06.2019 - 20.06.2019.

Jensen, Britt Bang; Kristoffersen, Anja Bråthen; Aldrin, Magne Tommy; Qviller, Lars. A web-based app for simulating spread of PD. Konferanse, 19th International conference on diseases of fish and shellfish; Porto, 09.09.2019 - 12.09.2019.

Jullum, Martin; Aas, Kjersti; Løland, Anders. How to open the black box -- Individual prediction explanation. Konferanse, Det 20. norske statistikermøtet; Stavanger, 18.06.2019 - 20.06.2019.

Lison, Pierre. Dialogue Modelling: Small data, Big data. Konferanse, Invitert foredrag; Stockholm, 10.09.2019.

Lison, Pierre. Data-driven models of reputation for cybersecurity. Seminar, Invitert foredrag, seminar om trusseletterretning med AI; Oslo, 05.02.2019.

Lison, Pierre. Modélisation du dialogue: contrôle du dialogue et corpus multilingues. Seminar, Invitert foredrag; Aix-en-Provence, 22.05.2019.

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network. Konferanse, IGARSS 2019; Yokohama, 27.07.2019 - 02.08.2019.

Rognebakke, Hanne Therese Wist; Thorarinsdottir, Thordis Linda. Statistical space-time projections of wave heights in the North Atlantic. Konferanse, European Meeting of Statisticians; Palermo, 22.07.2019 - 26.07.2019.

Salberg, Arnt Børre; Eikvil, Line; Malde, Ketil; Handegard, Nils Olav. The COGMAR project. Workshop, Norway-US Workshop on Machine Learning to Improve Science for the Sustainability of Living Ocean Resources; Bergen, 23.04.2019 - 25.04.2019.

Steinbakk, Gunnhildur Högnadóttir; Lenkoski, Alex; Løland, Anders; Huseby, Ragnar Bang. Using published bid/ask curves to error dress spot electricity prices. Konferanse, Det 20. norske statistikermøtet, 18.06.2019 - 20.06.2019.

Steinbakk, Gunnhildur Högnadóttir; Aldrin, Magne Tommy; Haug, Ola. Virtual indicator sensor for structural condition monitoring. Seminar, Big Insight Seminar, 15.01.2019.

Stryhn, Henrik; Qviller, Lars; Jansen, Peder A; Kristoffersen, Anja Bråthen; Aldrin, Magne Tommy. Evaluating the impact of zoning in Norwegian aquaculture on sea lice populations at salmon production sites. Konferanse, 15th International Symposium of Veterinary Epidemiology and Economics; Chiang Mai, 12.11.2019 - 16.11.2019.

Zuech, Joe; Rasmussen, Andreas; Harris, Peter; Shea, Bill; Røe, Per; Aker, Eyvind. Direct Inversion of Pre-Stack Seismic to Predict Lithology, Pore Fluids, & Layer Boundary Horizons. Workshop, SEG 2019 Workshop 7: Frontiers in Seismic Reservoir Characterization; San Antonio, Texas, 19.09.2019.

Scientific lectures

Aas, Kjersti. Norsk Regnesentral - forskning som synes og brukes. Årsmøte, Foredrag for Rotary Moelv, 23.05.2019.

Abie, Habtamu. Preliminary Results of the FINSEC (Integrated Framework for Predictive and Collaborative Security of Financial Infrastructures) project. Workshop, FINSEC 2019 (1st International Workshop on Security for Financial Critical Infrastructures and Services) in ESORICS 2019; Luxembourg, 26.09.2019 - 27.09.2019.

Abie, Habtamu. Integrated Framework for Predictive and Collaborative Security of Financial Infrastructures (FINSEC). Workshop, SAFECARE Awareness Event; Leuven, 18.09.2019.

Abrahamsen, Petter. Machine learning - Finding Cut Rocks and Cute Animals. Konferanse, SINTEF Petroleum Conference 2019; Trondheim, 19.03.2019 - 20.03.2019.

Bai, Aleksander; Halbach, Till; Widerøe, Tom; Johansen, Lotte. ITIK: Hvordan integrere tilgjengelighetssjekking i kildekodebygging. Seminar, UnIKT-forum; Oslo, 12.02.2019.

Brautaset, Olav. Automated acoustic data processing with deep learning. Seminar, AI lounge; Oslo, 28.05.2019.

Eikvil, Line; Holden, Marit. Maskinlæring i mammografiprogrammet. Konferanse, Fagkonferansen i mammografiprogrammet, 28.03.2019 - 29.03.2019.

Eskeland, Sigurd; Skomedal, Åsmund. Evaluering av smartmålersikkerhet. Konferanse, Sikkerhetsfestivalen; Lillehammer, 26.08.2019 - 28.08.2019.

Halbach, Till. Universell utforming av interaktive dingser. Seminar, Meetup; Oslo, 05.03.2019.

Halbach, Till. IKT i synshemmedes arbeidsliv: Hjelp og hinder. Konferanse, Hvordan hindre frafall fra arbeidslivet og hvordan bedre den psykiske helsen?; Gardermoen, 19.09.2019.

Haug, Ola; Steinbakk, Gunnhildur Högnadóttir; Salberg, Arnt-Børre; Aldrin, Magne. Metodikk for ÅDT-belegging - forslag til løsning. Seminar, Dialogkonferanse knyttet til anbud rundt ÅDT-belegging; Statens Vegvesen Vegdirektoratet, 13.09.2019.

Holden, Lars. Nasjonalt historisk befolkningsregister. Konferanse, Det 8. norske arkivmøte; Oslo, 08.04.2019.

Jullum, Martin; Bolstad, Lars Erik. Mindre rutinearbeid med maskinlæring -- Automatisk deteksjon av hvitvasking. Konferanse, Make Data Smart Again; Oslo, 09.05.2019.

Lison, Pierre. Modellering av omdømme i cybersikkerhet med nevralske nettverk. Årsmøte, Invitert foredrag; Oslo, 12.06.2019.

Løland, Anders. Explaining and opening the black box – methods and research challenges. Gjesteforelesning, XAI Understanding Deep Neural Networks & AI; Forskningsparken, Oslo, 24.09.2019.

Løland, Anders. Trenger vi et (eller flere) algoritmetilsyn? Konferanse, AI-konferansen 2019; Oslo, 09.10.2019.

Løland, Anders. Research perspectives on Artificial Intelligence, transparency, privacy & law. Konferanse, NeIC 2019 - Nordic Infrastructure for Open Science; København, 14.05.2019 - 16.05.2019.

Løland, Anders. Er urettferdige algoritmer uungåelig? Konferanse, Make Data Smart Again 2019; Oslo, 09.05.2019.

Løland, Anders. JUS5671: NR, Big Insight and two questions. Gjesteforelesning, JUS5671 – Legal Technology: Artificial Intelligence and Law; Oslo, 01.03.2019.

Løland, Anders. AI, AI; trenger vi et (eller flere) algoritmetilsyn? Seminar, Ansvarlig AI; Oslo, 04.09.2019.

Løland, Anders. Research perspectives on Artificial Intelligence, transparency, privacy & law. Seminar, USITs sommerfest; Oslo, 20.06.2019.

Løland, Anders. Innsyn i algoritmene. Konferanse, Sikkerhetsfestivalen; Lillehammer, 28.08.2019.

Rummelhoff, Ivar; Østvold, Bjarte M.; Liabø, Ole. Immortal Virtual Machine – solving the problem of file format and infrastructure obsolescence. Årsmøte, DLM Forum Annual General Meeting; Bern, 21.05.2019 - 22.05.2019.

Salberg, Arnt Børre; Eikvil, Line. The COGMAR project: Ubiquitous cognitive computer vision for marine services. Annet, Community of Practice Data Science & AI i Capgemini Norge; Oslo, 28.04.2019.

Teigland, André. Maskinlæring og kunstig intelligens - en avmystifisering med fokus på muligheter og begrensninger. Konferanse, Energiberedskap 2019; Drammen, 23.05.2019.

Teigland, André. Hva er egentlig Maskinlæring og Kunstig intelligens? Konferanse, Nye Muligheter - Maskinlæring og Kunstig Intelligens; Oslo, 07.02.2019.

Teigland, André; Løland, Anders. Artificial Intelligence (AI) - verktøyet som vil transformere verden. Seminar, Innovasjonsuken OPP; Bergen, 16.09.2019.

Wahl, Jens Christian. Hvordan bruke statistisk modellering til å forutsi hvilke bedrifter som går konkurs. Gjesteforelesning, Realfagsdagene 2019; Trondheim, 15.03.2019.

Wahl, Jens Christian. Parameter estimation of multivariate factor stochastic volatility models. Seminar, Aktuarfokus; Oslo, 14.02.2019.

Posters at scientific conferences

Goodwin, Håvard; Aker, Eyvind; Røe, Per. Stochastic Simulation of Sub-Seismic Faults Conditioned on Displacement Intensity Maps. Fault and Top Seals; Palermo, 08.09.2019 - 12.09.2019.

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. JURSE2019 -Joint Urban Remote Sensing Event; Vannes, 22.05.2019 - 24.05.2019.

Sanchis, Charlotte Juliette; Hauge, Ragnar; Kjønsberg, Heidi. Expecting the unexpected: The influence of elastic parameter variance on Bayesian facies inversion. Petroleum Geostatistics 2019; Florence, 02.09.2019 - 06.09.2019.

Reports

Aas, Kjersti; Wahl, Jens Christian. Model for determining the Norwegian deposit guarantee fund liabilities: Technical report. Norsk Regnesentral, . NR-notat SAMBA/16/19. pp 29. 2019.

Eskeland, Sigurd; Skomedal, Åsmund. Security evaluation. Norsk Regnesentral, . NR-notat DART/04/2018. pp 52. 2019.

Fuglerud, Kristin Skeide; Sørli, Hilde Tuhus; Ottem, Ida Karine Larssen; Chan, Richard. EziSmart videreføring: Sosial kontakt for synshemmede eldre gjennom mestring av smarttelefon. Prosjektrapport. Norsk Regnesentral, Oslo. (ISBN 978-82-539-0553-2) pp 28. 2019. Full-text 

Haug, Ola; Steinbakk, Gunnhildur Högnadóttir; Salberg, Arnt Børre; Aldrin, Magne. Metodikk for ÅDT-belegging - statistisk modell og datakilder. Norsk Regnesentral, . NR-notat SAMBA/26/19. pp 24. 2019.

Heinrich, Claudio Constantin; Schneider, Max; Guttorp, Peter; Thorarinsdottir, Thordis Linda. Validation of point process forecasts. Norsk Regnesentral, . NR-notat SAMBA/20/19. pp 28. 2019. Full-text 

Holden, Marit; Holden, Lars. Parity and breast cancer Gene expression in blood, normal and tumor tissue. Norsk Regnesentral, . NR-notat SAMBA/24/19. pp 30. 2019.

Huseby, Ragnar Bang; Løland, Anders; Redelmeier, Annabelle Alice; Aanes, Fredrik L; Øigård, Tor Arne. BalPrice -- Forecast of balancing prices. Norsk Regnesentral, . 2019.

Lund, Eiliv; Holden, Marit; Holden, Lars. BLOBREC – a blood-based test for breast cancer Analyses of test properties in the years before and after diagnosis. Norsk Regnesentral, . NR-notat SAMBA/27/19. pp 17. 2019. Full-text 

Redelmeier, Annabelle Alice; Aas, Kjersti; Jullum, Martin; Løland, Anders. Shapley explanations using conditional inference trees. Norsk Regnesentral, . NR-notat SAMBA/18/19. pp 33. 2019.

Tjøstheim, Ingvar; Høibø, Maren. Nordmenn og deling av persondata. Norsk Regnesentral, Oslo. (ISBN 978-82-539-0554-9) pp 165. 2019.

Vasaasen, Erik; Holden, Lars; Løland, Anders. Personopplysninger i forskningsprosjekter ved Norsk Regnesentral. Norsk Regnesentral, . NR-notat ADMIN/01/2019. pp 51. 2019.

Wahl, Jens Christian; Aas, Kjersti. Simuleringsmodell for innskuddsforpliktelser: Brukermanual. Norsk Regnesentral, . NR-notat SAMBA/17/19. pp 27. 2019.

Popular scientific lectures

Fuglerud, Kristin Skeide. Hvordan påvirker den digitale revolusjonen min hverdag? Foredrag og dialog; Son kulturkirke, Saga, Sagbruksveien 2 1555 Son, 30.04.2019.

Hellton, Kristoffer Herland; Løland, Anders. Kurs i maskinlæring. Kurs; Utdanningsdirektoratet, Oslo, 07.03.2019.

Løland, Anders; Hellton, Kristoffer Herland. Alt du kan lære om statistisk modellering og maskinlæring på en dag. Kurs; Norsk Regnesentral, Oslo, 30.01.2019.

Løland, Anders. Ikke løgn og forbannet løgn. Kurs; Bergens Tidende, Bergen, 11.04.2019.

Løland, Anders; Hellton, Kristoffer Herland. Alt du kan lære om statistisk modellering og maskinlæring på en dag. Kurs; Norsk Regnesentral, Oslo, 10.11.2019.

Løland, Anders. Vitneforklaring vedrørende rapport om DNB Norge og andre norske aksjefond. 18-043087ASD-BORG/03; Borgarting lagmannsrett, 28.03.2019.

Løland, Anders. Kjøpe STORDATA fra Kina? Debatt om bruk av stordata i møte med etikk og personvern; Norsk Regnesentral, Kulturhuset, Oslo, 25.09.2019.

Rognebakke, Hanne Therese Wist; Redelmeier, Annabelle Alice. Introduksjon til R – verktøy for statistisk analyse. Kurs; Norsk Regnesentral, Oslo, 11.04.2019.

Rognebakke, Hanne Therese Wist; Redelmeier, Annabelle Alice. Introduksjon til R – verktøy for statistisk analyse. Kurs; Norsk Regnesentral, Oslo, 31.01.2019.

Teigland, André. Kunstig intelligens - en avmystifisering. Forskerkafé; NITO / TEKNA, Porsgrunn, 18.09.2019.

Waldeland, Anders U.. An Introduction to Machine Learning. FORCE Hackathon and symposium: Applied Machine Learning and Advanced Analytics with Oil and Gas Data; NDP, Stavanger, 20.09.2019.

Feature articles

Løland, Anders. Fem grunner til at vi ikke lykkes med kunstig intelligens (ennå). Dagens næringsliv. pp 31. 23.07.2019.

Reader opinion pieces

Haugli, Håkon; Holden, Lars; Landstad, Agnes. Underfinansiering bremser Norges kunnskapsmotor. Dagens Perspektiv, 2019-04-05 , pp. 36

Holden, Lars. Instituttene ønsker å bli mer involvert i Forskningsrådets vurdering av forskerkompetanse. Forskningspolitikk, 2019-06-23

Holden, Lars; Løland, Anders. Ingen kvikkfiks for statistikken. Forskningsetikk, 2019-06-27 , pp. 26

Media contributions

Løland, Anders. Om prognoser og meningsmålinger i Dagbladets valgbod. 2019. db.no [Internet] 06.09.2019.

Løland, Anders; Sellereite, Nikolai. Tallknuserdom: 0,1 prosents sjanse for Rosenborg-gull. 2019. Aftenposten [Newspaper] 03.10.2019.

Løland, Anders. Besøk i Dagbladets valgbod. 2019. db.no [Internet] 26.08.2019.

Sellereite, Nikolai; Løland, Anders. Tallknusernes dom: United blir nummer seks. 2019. TV2 [Internet] 06.04.2019.

Sellereite, Nikolai; Løland, Anders; Aldrin, Magne Tommy. Analysegiganter levner Norge nærmest null sjanse til VM-gull: – Jeg deler ikke det synet her. 2019. NRK [Internet] 08.06.2019.