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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Bibliographic Details
Main Authors: Radu Sorostinean, Arpad Gellert, Bogdan-Constantin Pirvu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/11/3580