TY  - GEN 
AU  - Blanco Izquierdo, Víctor
AU  - Japón, Alberto
AU  - Puerto, Justo
AU  - Zhang, Peter
PY  - 2026
UR  - https://hdl.handle.net/10481/109254
AB  - In this paper we provide a novel mathematical optimization based methodology to perturb the features of a given observation to be re-classified, by a tree ensemble classification rule, to a certain desired class. The method is based on these facts:...
LA  - eng
PB  - Elsevier
KW  - Classification forests
KW  - Feature shifts
KW  - Mathematical optimization
TI  - Optimal probabilistic feature shifts for reclassification in tree ensembles
DO  - 10.1016/j.patcog.2025.112980
ER  -