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

Evaluation of neural models applied to the estimation of tool wear in the grinding of advanced ceramics

(2015) Mauricio Eiji Nakai et al.   EXPERT SYSTEMS WITH APPLICATIONS

Tool Condition Monitoring of Single-Point Dresser Using Acoustic Emission and Neural Networks Models

(2014) Cesar H. R. Martins et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Recent advances in modelling of metal machining processes

(2013) P.J. Arrazola et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

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

(2013) D. Teixidor et al.   JOURNAL OF INTELLIGENT MANUFACTURING

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

(2012) Guillem Quintana et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

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

(2011) Andres Bustillo et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

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

(2011) Andrés Bustillo et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Cost estimation support tool for vertical high speed machines based on product characteristics and productivity requirements

(2011) Guillem Quintana et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

Using artificial intelligence to predict surface roughness in deep drilling of steel components

(2011) Andres Bustillo et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification

(2011) Geoffrey I. Webb et al.   MACHINE LEARNING

Surface Roughness Generation and Material Removal Rate in Ball End Milling Operations

(2010) G. Quintana et al.   MATERIALS AND MANUFACTURING PROCESSES

FURIA: an algorithm for unordered fuzzy rule induction

(2009) Jens Hühn et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Application of soft computing techniques in machining performance prediction and optimization: a literature review

(2009) M. Chandrasekaran et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A review of machining monitoring systems based on artificial intelligence process models

(2009) Jose Vicente Abellan-Nebot et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Estimating the cost of vertical high-speed machining centres, a comparison between multiple regression analysis and the neural networks approach

(2008) J. Ciurana et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

Data mining in manufacturing: a review based on the kind of knowledge

(2008) A. K. Choudhary et al.   JOURNAL OF INTELLIGENT MANUFACTURING