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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 48, 2016 - Issue 3
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Case Studies

A Study of Missing Data Imputation in Predictive Modeling of a Wood-Composite Manufacturing Process

Stefan SteinerLending Club, San Francisco, CA94105
,
Yan ZengLending Club, San Francisco, CA94105View further author information
,
Timothy M. YoungCenter for Renewable Carbon, Knoxville, TN37996View further author information
,
David J. EdwardsVirginia Commonwealth University, Richmond, VA23284View further author information
,
Frank M. GuessUniversity of Tennessee, Knoxville, TN37996View further author information
&
Chung-Hao ChenOld Dominion University, Norfolk, VA23529View further author information
Pages 284-296 | Published online: 21 Nov 2017

Citations (11)

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Read on this site (2)

Linhan Ouyang, Shichao Zhu, Keying Ye, Chanseok Park & Min Wang. (2022) Robust Bayesian hierarchical modeling and inference using scale mixtures of normal distributions. IISE Transactions 54:7, pages 659-671.
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Yifu Li, Hongyue Sun, Xinwei Deng, Chuck Zhang, Hsu-Pin (Ben) Wang & Ran Jin. (2020) Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet® printed electronics manufacturing. IISE Transactions 52:3, pages 321-333.
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Articles from other publishers (9)

Do Gyun Kim & Jin Young Choi. (2024) Efficient imputation of missing data using the information of local space defined by the geometric one-class classifier. Expert Systems with Applications 242, pages 122775.
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Debdatta Saha, Timothy M. Young & Jessica Thacker. (2023) Predicting firm performance and size using machine learning with a Bayesian perspective. Machine Learning with Applications 11, pages 100453.
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Simon Bøgh, Daniel S. Hain, Emil Blixt Hansen, Simon Buus Jensen, Torben Tvedebrink & Roman Jurowetzki. 2023. The Future of Smart Production for SMEs. The Future of Smart Production for SMEs 263 279 .
Hsiao-Yu Wang, Chen-Kun Tsung, Ching-Hua Hung & Chen-Huei Chen. (2022) Designing the rule classification with oversampling approach with high accuracy for imbalanced data in semiconductor production lines. Multimedia Tools and Applications 81:25, pages 36437-36452.
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Zhijian Pei. (2020) Research on application of various regression prediction models in Wood Composite Products. Research on application of various regression prediction models in Wood Composite Products.
Timothy M. Young, Robert A. Breyer, Terry Liles & Alexander Petutschnigg. (2020) Improving Innovation from Science Using Kernel Tree Methods as a Precursor to Designed Experimentation. Applied Sciences 10:10, pages 3387.
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Timothy M. Young, Patricia K. Lebow, Stan Lebow & Adam Taylor. (2020) Statistical Process Control and Related Methods for Improvement of the Treated-Wood Industries. Forest Products Journal 70:2, pages 165-177.
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Syed Ejaz Ahmed, Dursun Aydin & Ersin Yılmaz. 2020. Proceedings of the Thirteenth International Conference on Management Science and Engineering Management. Proceedings of the Thirteenth International Conference on Management Science and Engineering Management 109 120 .
Qiang Wang, Linqing Wang, Ying Liu, Jun Zhao & Wei Wang. (2019) Time Series Prediction With Incomplete Dataset Based on Deep Bidirectional Echo State Network. IEEE Access 7, pages 152533-152544.
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