Publications

Anna Rodum Bjøru; Causal Post-hoc Explainable AI (ISSN 9788235300225 ), , 2026. Doctor dissertat

Kimji Pellano; Inga Strumke; Daniel Groos; Lars Adde; Pål Haugen; Espen Alexander Furst Ihlen; Toward Biomarker Discovery for Early Cerebral Palsy Detection: Evaluating Explanations Through Kinematic Perturbations IEEE transactions on neural systems and rehabilitation engineering, vol. 34, pp. 750 766 , (ISSN 1534-4320 1558-0210 ), doi: https://doi.org/10.1109/TNSRE.2026.3654400 , 2026. Scientific article

Christian Salomonsen; Luigi T. Luppino; Fredrik Emil Aspheim; Kristoffer Wickstrøm; Elisabeth Wetzer; Michael Kampffmeyer; Rodrigo Berzaghi; Rune Sundset; Robert Jenssen; Samuel Kuttner; A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal [18F] FDG PET imaging EJNMMI Research, (ISSN 2191-219X ), doi: https://doi.org/10.1186/s13550-026-01398-9 , 2026. Scientific article

Martin Jullum; Kjersti Aas; Seminar: Datadrevet antihvitvasking og svindeldeteksjon , 2026. Other presentation

Martin Jullum; shapr – Conditional Shapley Value Explanation in R and Python , 2026. Scientific lecture

Kristin Skeide Fuglerud; Inclusive AI for Health: Designing Technology That Works for Everyone , 2026. Scientific lecture

Kristin Skeide Fuglerud; Digitale barrierer i arbeidslivet doi: https://ri-norge.no/wp-content/uploads/2026/02/Fuglerud_2026-02_Digitale-barrierer-i-arbeidslivet-Rehab-lunsj.pdf , 2026. Lecture

Anna Rodum Bjøru; Jacob Lysnæs-Larsen; Oskar Jørgensen; Inga Strumke; Helge Langseth; A framework for causal concept-based model explanations Frontiers in Artificial Intelligence, vol. 8, (ISSN 2624-8212 ), doi: https://doi.org/10.3389/frai.2025.1759000 , 2026. Scientific article

Daniel Kaiser; Arnoldo Frigessi; Ali Ramezani-Kebrya; Benjamin Ricaud; CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://openreview.net/forum?id=0Sex2H5Jnn , 2026. Scientific article

Sigrun Aasland; Inga Strumke; Elisabeth Wetzer; Simen Wingstad; Vil ha flere kvinner og mer mangfold i kunstig intelligens doi: https://www.nrk.no/tromsogfinnmark/vil-ha-flere-kvinner-og-mer-mangfold-i-kunstig-intelligens-1.17722834 , 2026. Media interview

Nils Olav Handegard; Silje Smith-Johnsen; Arne Johannes Holmin; Cristian Muñoz Mas; Ingrid Utseth; Daniel Dondorp; Operationalizing and Testing Machine Learning Models for Acoustic Target Classification , 2025. Scientific lecture

Hanne Rognebakke; Anders Løland; Clara-Cecilie Günther; Estimering av mangel på arbeidskraft: Modell og brukermanual for versjon 2.5 , 2025. Report

Martin Jullum; Local Model-Agnostic Methods in Explainable AI -- Brief overview + a bit of Shapley values , 2025. Scientific lecture

Felix Ernst Friedrich Tempel; Daniel Groos; Espen Alexander Furst Ihlen; Lars Adde; Inga Strumke; Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems, vol. 55, (ISSN 0924-669X 1573-7497 ), doi: https://doi.org/10.1007/s10489-025-06968-3 , 2025. Scientific article

Inga Strumke; AI Unplugged: Understanding the Technology – and the Dilemmas. doi: https://www.komponent.dk/forvaltning/ai-dagen , 2025. Scientific lecture

Inga Strumke; Utviklingen er så rask at man må gjøre grep: – Det koster både ressurser og penger doi: https://www.adressa.no/nyheter/trondelag/i/BxVRXe/utviklingen-er-saa-rask-at-man-maa-gjoere-grep-det-koster-baade-ressurser-og-penger , 2025. Media interview

Linda Reiersølmoen Neef; Kjersti Aas; RSM Versjon 7.0.1: Brukermanual 2025. Report

Kjersti Aas; Linda Reiersølmoen Neef; RSM Versjon 7.0.1: Økonomisk scenariogenerator 2025. Report

Kjersti Aas; Linda Reiersølmoen Neef; RSM - Versjon 7.0.1 - Teknisk rapport , 2025. Report

Kjersti Aas; Hvordan benytte AI til å forbedre kredittrisikomodeller? 2025. Lecture