Imbalanced classification of manufacturing quality conditions using cost-sensitive decision tree ensembles

Bayesian inference-based investment-casting defect analysis system for industrial application

(2016) Amit Sata et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Time-series clustering – A decade review

(2015) Saeed Aghabozorgi et al.   INFORMATION SYSTEMS

Enhanced real-time quality prediction model based on feature selected nonlinear calibration techniques

(2014) Hyun-Woo Cho   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Prediction of grain size and mechanical properties in friction stir welded pure copper joints using a thermal model

(2014) A. Heidarzadeh et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Prediction of surface roughness in end face milling based on Gaussian process regression and cause analysis considering tool vibration

(2014) Guojun Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

ANN-based prediction of surface and hole quality in drilling of AISI D2 cold work tool steel

(2013) Sıtkı Akıncıoğlu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A system for online detection and classification of wafer bin map defect patterns for manufacturing intelligence

(2013) Chen-Fu Chien et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

An intelligent system for low-pressure die-cast process parameters optimization

(2012) Liqiang Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An intelligent system approach for surface roughness and vibrations prediction in cylindrical grinding

(2012) İlhan Asiltürk et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Quality prediction for polypropylene production process based on CLGPR model

(2011) Zhiqiang Ge et al.   CONTROL ENGINEERING PRACTICE

Robust Data-Driven Modeling Approach for Real-Time Final Product Quality Prediction in Batch Process Operation

(2011) David Wang   IEEE Transactions on Industrial Informatics

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Machined surface quality prediction models based on moving least squares and moving least absolute deviations methods

(2011) Ilija Svalina et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Prediction of the quality of pulsed metal inert gas welding using statistical parameters of arc signals in artificial neural network

(2010) Sukhomay Pal et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Integrating support vector machine and genetic algorithm to implement dynamic wafer quality prediction system

(2009) Pao-Hua Chou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Surface roughness prediction in machining using soft computing

(2009) B. Samanta   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Exploratory Undersampling for Class-Imbalance Learning

(2008) Xu-Ying Liu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Prediction of sink depths using nonlinear modeling of injection molding variables

(2008) D. Mathivanan et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Simulation-enabled casting product defect prediction in die casting process

(2008) M.W. Fu et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A neural network-based approach for dynamic quality prediction in a plastic injection molding process

(2007) Wen-Chin Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS