Publications

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2020

Bustillo, Andrés; Reis, Roberto; Machado, Alisson R; Pimenov, Danil Yurievich

Improving the accuracy of machine-learning models with data from machine test repetitions Journal Article

In: Journal of Intelligent Manufacturing, 2020, ISSN: 0956-5515.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Brandsma facing tests, Ensembles, Machine learning, Tool geometry, Turning

2019

Juez-Gil, Mario; Erdakov, Ivan Nikolaevich; Bustillo, Andrés; Pimenov, Danil Yurievich

A regression-tree multilayer-perceptron hybrid strategy for the prediction of ore crushing-plate lifetimes Journal Article

In: Journal of Advanced Research, July 2019 (18), pp. 173-184, 2019, ISSN: 2090-1232.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Hadfield steel, Lifetime prediction, Multi-layer perceptrons, Regression trees, Resource savings