Publications

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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

2018

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

2017

Maudes, Jesus; Bustillo, Andrés; Guerra, Antonio J; Ciurana, Joaquim

Random Forest ensemble prediction of stent dimensions in microfabrication processes Journal Article

In: The International Journal of Advanced Manufacturing Technology, 91 (1), pp. 879–893, 2017, ISSN: 1433-3015.

Abstract | Links | BibTeX | Tags: Data Mining, Ensembles of regressors, Random forest, Regression trees, Stents Laser machining

2016

Bustillo, Andres; de Lacalle, Luis López N; Fernández-Valdivielso, Asier; Santos, Pedro

Data-mining modeling for the prediction of wear on forming-taps in the threading of steel components Journal Article

In: Journal of Computational Design and Engineering, 3 (4), pp. 337 - 348, 2016, ISSN: 2288-4300.

Abstract | Links | BibTeX | Tags: Ensembles, Forming taps, Regression trees, Roll taps, Roll-tap wear, Rotation forest, Threading