A new method for exploring gene-gene and gene-environment interactions in GWAS with tree ensemble methods and SHAP values. - Pål V. Johnsen; Signe Riemer-Sørensen; Andrew Thomas DeWan; Megan E. Cahill; Mette Langaas (BMC Bioinform., 2021)

Inferring feature importance with uncertainties in high-dimensional data. - Pål Vegard Johnsen; Inga Strümke; Signe Riemer-Sørensen; Andrew Thomas DeWan; Mette Langaas (CoRR, 2021)

Inferring feature importance with uncertainties with application to large genotype data. - Pål Vegard Johnsen; Inga Strümke; Mette Langaas; Andrew Thomas DeWan; Signe Riemer-Sørensen (PLoS Comput. Biol., 2023)

SafetyCage: A misclassification detector for feed-forward neural networks. - Pål Vegard Johnsen; Filippo Remonato (NLDL, 2024)

Recency-Weighted Temporally-Segmented Ensemble for Time-Series Modeling. - Pål V. Johnsen; Eivind Bøhn; Sølve Eidnes; Filippo Remonato; Signe Riemer-Sørensen (CoRR, 2024)

SPARDACUS SafetyCage: A new misclassification detector. - Pål Vegard Johnsen; Filippo Remonato; Shawn Benedict; Albert Ndur-Osei (NLDL, 2025)