Using regression models for predicting the product quality in a tubing extrusion process

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

The use of artificial intelligence combiners for modeling steel pitting risk and corrosion rate

(2017) Jui-Sheng Chou et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

(2017) Dazhong Wu et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Feedback-control operators for improved Pareto-set description: Application to a polymer extrusion process

(2015) Eduardo G. Carrano et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Data-Based Techniques Focused on Modern Industry: An Overview

(2015) Shen Yin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps

(2015) Fatima Adly et al.   IEEE Transactions on Industrial Informatics

Expert systems in manufacturing processes using soft computing

(2015) Dilip Kumar Pratihar   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Feature selection for surface defect classification of extruded aluminum profiles

(2015) Apostolos Chondronasios et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Nearest neighbor regression in the presence of bad hubs

(2015) Krisztian Buza et al.   KNOWLEDGE-BASED SYSTEMS

Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects

(2015) Shing Chiang Tan et al.   IEEE Transactions on Neural Networks and Learning Systems

Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

(2014) Chao Hu et al.   APPLIED ENERGY

Optimization of injection molding process parameters to improve the mechanical performance of polymer product against impact

(2014) Yingjie Xu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Large, high-dimensional, heterogeneous multi-sensor data analysis approach for process yield optimization in polymer film industry

(2014) Michael Kohlert et al.   NEURAL COMPUTING & APPLICATIONS

Multiobjective optimization design of porthole extrusion die using Pareto-based genetic algorithm

(2013) Guoqun Zhao et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Melt index prediction using optimized least squares support vector machines based on hybrid particle swarm optimization algorithm

(2013) Huaqin Jiang et al.   NEUROCOMPUTING

Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing

(2013) Seung-kyung Lee et al.   NEUROCOMPUTING

Melt index prediction by aggregated RBF neural networks trained with chaotic theory

(2013) Zeyin Zhang et al.   NEUROCOMPUTING

Automatic Defect Detection on Hot-Rolled Flat Steel Products

(2012) Santanu Ghorai et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

An affine invariant k-nearest neighbor regression estimate

(2012) Gérard Biau et al.   JOURNAL OF MULTIVARIATE ANALYSIS

A review of data mining applications for quality improvement in manufacturing industry

(2011) Gülser Köksal et al.   EXPERT SYSTEMS WITH APPLICATIONS

A support vector regression based prediction model of affective responses for product form design

(2010) Chih-Chieh Yang et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Mining manufacturing data for discovery of high productivity process characteristics

(2010) Salim Charaniya et al.   JOURNAL OF BIOTECHNOLOGY

Application of fuzzy-based Taguchi method to the optimization of extrusion of magnesium alloy bicycle carriers

(2010) Su-Hai Hsiang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Modeling of Soldering Quality by Using Artificial Neural Networks

(2009) M. Liukkonen et al.   IEEE TRANSACTIONS ON ELECTRONICS PACKAGING MANUFACTURING

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

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