TY  - GEN 
AU  - Sevillano García, Iván
AU  - Luengo Martín, Julián
AU  - Herrera Triguero, Francisco
PY  - 2026
UR  - https://hdl.handle.net/10481/111878
AB  - Out-of-distribution (OOD) detection is a critical task in machine learning, particularly in safety-sensitive appli
cations where model failures can have serious consequences. However, current OOD detection methods often 
suffer from restrictive...
LA  - eng
PB  - Elsevier
KW  - Explainable Artificial Intelligence
KW  - Deep Learning
KW  - Out-of-distribution
TI  - STOOD-X: Explainable out-of-distribution detection via nonparametric statistical testing on large-scale datasets
DO  - 10.1016/j.patcog.2026.113254
ER  -