TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - Delgado Panadero, Ángel
AU  - Benítez Andrades, José Alberto
AU  - García Ordás, María Teresa
AU  - Ingenieria de Sistemas y Automatica
DA  - 2023/07/07
SN  - 0924-669X
UR  - https://hdl.handle.net/10612/18165
AB  - [EN] Tree ensemble algorithms as RandomForest and GradientBoosting are currently the dominant methods for modeling discrete or tabular data, however, they are unable to perform a hierarchical representation learning from raw data as NeuralNetworks...
LA  - spa
PB  - Springer
KW  - Informática
KW  - Ingenierías
KW  - Ingeniería de sistemas
KW  - CART
KW  - GBDT
KW  - Ensemble
KW  - Representation learning
KW  - Distributed learning
TI  - A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)
DO  - 10.1007/s10489-023-04735-w
T2  - Applied Intelligence
VL  - 53
M2  - 22991
ER  -