TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - Delgado Panadero, Ángel
AU  - Hernández Lorca, Beatriz
AU  - García Ordás, María Teresa
AU  - Benítez Andrades, José Alberto
AU  - Ingenieria de Sistemas y Automatica
DA  - 2022
SN  - 0020-0255
UR  - https://hdl.handle.net/10612/19025
AB  - [EN] Gradient Boost Decision Trees (GBDT) is a powerful additive model based on tree ensembles. Its nature makes GBDT a black-box model even though there are multiple explainable artificial intelligence (XAI) models obtaining information by...
LA  - eng
PB  - Elsevier
KW  - Informática
KW  - Ingenierías
KW  - XAI
KW  - Gradient boosting trees
KW  - Explainable artificial intelligence
TI  - Implementing local-explainability in Gradient Boosting Trees: Feature Contribution
DO  - 10.1016/j.ins.2021.12.111
T2  - Information Sciences
VL  - 589
M2  - 199
ER  -