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IIE Transactions Volume 48, 2016 - Issue 8
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Original Articles

Joint modeling of laboratory and field data with application to warranty prediction for highly reliable products

Sheng-Tsaing TsengInstitute of Statistics, National Tsing-Hua University, Hsinchu, TaiwanCorrespondence[email protected]
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,
Nan-Jung HsuInstitute of Statistics, National Tsing-Hua University, Hsinchu, TaiwanView further author information
&
Yi-Chiao LinFu Bond Life Company, Taipei, TaiwanView further author information
Pages 710-719 | Received 24 Jan 2014, Accepted 25 Nov 2015, Published online: 23 May 2016

Citations (15)

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Zhijun Wang, Chunjie Wu, Miaomiao Yu & Fugee Tsung. (2022) Self-starting process monitoring based on transfer learning. Journal of Quality Technology 54:5, pages 589-604.
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Kai Wang, Jian Li & Fugee Tsung. (2022) Distribution inference from early-stage stationary data streams by transfer learning. IISE Transactions 54:3, pages 303-320.
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Kai Wang & Fugee Tsung. (2022) Bayesian cross-product quality control via transfer learning. International Journal of Production Research 60:3, pages 847-865.
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Longwei Cheng, Kai Wang & Fugee Tsung. (2021) A hybrid transfer learning framework for in-plane freeform shape accuracy control in additive manufacturing. IISE Transactions 53:3, pages 298-312.
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Xiujie Zhao, Kangzhe He, Way Kuo & Min Xie. (2020) Planning accelerated reliability tests for mission-oriented systems subject to degradation and shocks. IISE Transactions 52:1, pages 91-103.
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Fugee Tsung, Ke Zhang, Longwei Cheng & Zhenli Song. (2018) Statistical transfer learning: A review and some extensions to statistical process control. Quality Engineering 30:1, pages 115-128.
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Le Liu, Xiao-Yang Li & Tong-Min Jiang. (2017) Integration method for reliability assessment with multi-source incomplete accelerated degradation testing data. Quality Engineering 29:3, pages 366-376.
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Articles from other publishers (8)

Xiujie Zhao, Piao Chen, Shanshan Lv & Zhen He. (2023) Reliability testing for product return prediction. European Journal of Operational Research 304:3, pages 1349-1363.
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Man-Ho Ling, Narayanaswamy Balakrishnan, Chenxi Yu & Hon Yiu So. (2021) Inference for One-Shot Devices with Dependent k-Out-of-M Structured Components under Gamma Frailty. Mathematics 9:23, pages 3032.
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Kai Wang & Fugee Tsung. (2021) Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning. IEEE Transactions on Industrial Informatics 17:10, pages 6720-6730.
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Dan Xu, Jiaolan He & You Li. (2019) Operating state evaluation of smart electricity meter based on data fusion method. Operating state evaluation of smart electricity meter based on data fusion method.
Xiujie Zhao, Shuguang He & Min Xie. (2018) Utilizing experimental degradation data for warranty cost optimization under imperfect repair. Reliability Engineering & System Safety 177, pages 108-119.
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Xiaolin Wang & Wei Xie. (2017) Two-dimensional warranty: A literature review. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 232:3, pages 284-307.
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Jian-Xun Zhang, Chang-Hua Hu, Xiao He, Xiao-Sheng Si, Yang Liu & Dong-Hua Zhou. (2017) Lifetime prognostics for deteriorating systems with time-varying random jumps. Reliability Engineering & System Safety 167, pages 338-350.
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Mustafa Altun & Salih Vehbi Comert. (2016) A change-point based reliability prediction model using field return data. Reliability Engineering & System Safety 156, pages 175-184.
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