TY  - JOUR 
AU  - Acuña Rello, Luis
AU  - Spavento, Eleana
AU  - Casado Sanz, María Milagrosa
AU  - Basterra Otero, Luis Alfonso
AU  - López Rodríguez, Gamaliel
AU  - Ramón Cueto, Gemma
AU  - Relea Gangas, Enrique
AU  - Morillas Romero, Leandro
AU  - Escolano Margarit, David
AU  - Martínez López, Roberto Diego
AU  - Balmori Roiz, José Antonio
PY  - 2022
SN  - 0141-0296
UR  - https://uvadoc.uva.es/handle/10324/51750
AB  - The efficiency of visual grading standards applied to structural timber is often inappropriate, and timber properties are either under or over-graded. Although not included in the current UNE 56544 visual grading standard, machine learning algorithms...
LA  - eng
PB  - Elsevier
KW  - Poplar
KW  - Timber grading
KW  - Defects
KW  - Sawing systems
KW  - Non-destructive testing
KW  - Strength class
TI  - Assessment of machine learning algorithm-based grading of Populus x euramericana I-214 structural sawn timber
DO  - https://doi.org/10.1016/j.engstruct.2021.113826
ER  -