Publications

Peter Guttorp; Janine Bärbel Illian; Joel Kostensalo; Mikko Kuronen; Mari Myllymäki; Aila Särkkä; Thordis Linda Thorarinsdottir; What You See Is Not What Is There: Mechanisms, Models and Methods for Point Pattern Deviations Statistical Science, vol. 41, pp. 143 162 , (ISSN 0883-4237 2168-8745 ), doi: https://doi.org/10.1214/24-STS953 , 2026. Scientific article

Benet Manzanares-Salor; David Sánchez; Pierre Lison; Ildikó Pilán; TAE: Text anonymization evaluator SoftwareX, vol. 35, (ISSN 2352-7110 ), doi: https://doi.org/10.1016/j.softx.2026.102851 , 2026. Scientific article

Lars Holden; Svetlana Boudko; Bjørn Fjellvoll; Norwegian Historical Population Register, 1801− present Historical Life Course Studies, vol. 16, pp. 58 73 , (ISSN 2352-6343 ), doi: https://doi.org/10.52024/hlcs25461 , 2026. Scientific article

Aishwarya Jadhav; Mark David Anderson; Jose Camacho-Collados; Zachary Pardos; A data-centric analysis for efficient semantic knowledge acquisition in word embeddings Neural Computing & Applications, vol. 38, (ISSN 0941-0643 1433-3058 ), doi: https://doi.org/10.1007/s00521-026-12342-2 , 2026. Scientific article

Tor Thorsrud Sporsem; Stine Rasdal Finserås; Lars Adde; Inga Strumke; What Does Explainable AI Mean in Practice? Evaluative Requirements from a Longitudinal Clinical Case Study doi: https://doi.org/10.1145/3786583.3786889 , 2026. Scientific chapter / article / conference article

Anna Rodum Bjøru; Helge Langseth; Inga Strumke; Kerstin Bach; Causal Post-hoc XAI: Categorisation and Systematic Literature Review Machine Learning, vol. 115, (ISSN 0885-6125 1573-0565 ), doi: https://doi.org/10.1007/s10994-026-07103-0 , 2026. Scientific article

Patrick Holthaus; Trenton Schulz; Lewis Riches; Claudia-Andreea Badescu; Farshid Amirabdollahian; ZTL: Lightweight Communication Patterns for HRI pp. 1263 1267 , doi: https://doi.org/10.1145/3757279.3788801 , 2026. Scientific chapter / article / conference article

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