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Garrido-Labrador, José Luis; Puente-Gabarri, Daniel; Ramirez-Sanz, José Miguel; Ayala-Dulanto, David; Maudes, Jesús

Using Ensembles for Accurate Modelling of Manufacturing Processes in an IoT Data-Acquisition Solution Journal Article

In: Applied Sciences, 10 (13), 2020, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: Ensembles, internet of things, Milling, rotation forests, unbalanced datasets


Oleaga, Ibone; Pardo, Carlos; Zulaika, Juan J; Bustillo, Andres

A machine-learning based solution for chatter prediction in heavy-duty milling machines Journal Article

In: Measurement, 128 , pp. 34 - 44, 2018, ISSN: 0263-2241.

Abstract | Links | BibTeX | Tags: Chatter, Milling, Polar diagrams, Random forest, Regression trees, Vibrations