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Assembly Assistance System with Decision Trees and Ensemble Learning

This paper presents different prediction methods based on decision tree and ensemble learning to suggest possible next assembly steps. The predictor is designed to be a component of a sensor-based assembly assistance system whose goal is to provide support via adaptive instructions, considering the...

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Detalles Bibliográficos
Autores principales: Sorostinean, Radu, Gellert, Arpad, Pirvu, Bogdan-Constantin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196728/
https://www.ncbi.nlm.nih.gov/pubmed/34064149
http://dx.doi.org/10.3390/s21113580