List of works - Andres Bustillo

A Regression-Tree Multilayer-Perceptron Hybrid Strategy for the Prediction of Ore Crushing-Plate Lifetimes

scientific article published on 23 March 2019

A Soft Computing System for Modelling the Manufacture of Steel Components

A Soft Computing System to Perform Face Milling Operations

scientific article published in 2009

A Virtual Sensor for Online Fault Detection of Multitooth-Tools ⬇️

scientific article published on March 2, 2011

A decision-making tool based on decision trees for roughness prediction in face milling

scientific article published on 28 October 2016

A flexible platform for the creation of 3D semi-immersive environments to teach Cultural Heritage

scientific article published in 2015

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

scholarly article by Ibone Oleaga et al published November 2018 in Measurement

A new approach for machine's management: from machine's signal acquisition to energy indexes

scientific article published in November 2016

A soft computing system using intelligent imputation strategies for roughness prediction in deep drilling

scientific article published on 19 November 2010

An SVM-based solution for fault detection in wind turbines

scientific article published on 9 March 2015

Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth

scientific article published on 15 December 2017

Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations

scientific article published on 7 May 2011

Boosting Projections to improve surface roughness prediction in high-torque milling operations

scientific article published on 18 April 2012

Briviesca in the 15th c.: A Virtual Reality Environment for Teaching Purposes

scientific article published in 2016

Conventional Methods and AI models for Solving an Industrial an Industrial Problem

scientific article published in September 2008

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

Development of pulsed UV lasers and their application in laser spectroscopy

scientific article published in January 2011

Effect of the Relative Position of the Face Milling Tool towards the Workpiece on Machined Surface Roughness and Milling Dynamics

scientific article published on 27 February 2019

GRASP Forest: A New Ensemble Method for Trees

scientific article published in 2011

Identifying maximum imbalance in datasets for fault diagnosis of gearboxes

scientific article published on 15 June 2015

Improvement of surface roughness models for face milling operations through dimensionality reduction

scientific article published on 12 April 2012

Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques

scientific article published in 2013

Industrial Heritage Seen Through the Lens of a Virtual Reality Experience

scientific article published in 2017

Interpreting tree-based prediction models and their data in machining processes

Measuring the Impact of Low-Cost Short-Term Virtual Reality on the User Experience

scientific article published in 2017

Modeling pulsed laser micromachining of micro geometries using machine-learning techniques

scientific article published on 26 September 2013

Modelling of process parameters in laser polishing of steel components using ensembles of regression trees

scientific article published in August 2011

New methodology for the design of ultra-light structural components for machine tools

scientific article published in April 2014

New strategy for the optimal design and manufacture of high performance milling heads

scientific article published on 30 December 2011

Online breakage detection of multitooth tools using classifier ensembles for imbalanced data

scientific article published on 5 March 2013

Predicting tool life in turning operations using neural networks and image processing

scholarly article by T. Mikołajczyk et al published May 2018 in Mechanical Systems and Signal Processing

Prediction, monitoring and control of surface roughness in high-torque milling machine operations

scientific article published in December 2012

Random Forest ensemble prediction of stent dimensions in microfabrication processes

scientific article published on 29 November 2016

Semi-supervised roughness prediction with partly unlabeled vibration data streams

scientific article published on 23 March 2018

Sensitivity Analysis of Tool Wear in Drilling of Titanium Aluminides

scientific article published on 6 March 2019

The evolutionary development of roughness prediction models

scientific article published in May 2013

Tool wear monitoring using neuro-fuzzy techniques: a comparative study in a turning process

scientific article published in August 2010

Towards higher machine-tool eco-efficiency with an Information Sharing Platform

scientific article published in November 2013

Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality