Hybrid LSTM-ARMA Demand-Forecasting Model Based on Error Compensation for Integrated Circuit Tray Manufacturing
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- Jiang, Jingze & Marsh, Thomas L. & Tozer, Peter R., 2015. "Policy induced price volatility transmission: Linking the U.S. crude oil, corn and plastics markets," Energy Economics, Elsevier, vol. 52(PA), pages 217-227.
- Bi, Jian-Wu & Li, Hui & Fan, Zhi-Ping, 2021. "Tourism demand forecasting with time series imaging: A deep learning model," Annals of Tourism Research, Elsevier, vol. 90(C).
- Xinyu Liang & Shaojun Zhang & Ye Wu & Jia Xing & Xiaoyi He & K. Max Zhang & Shuxiao Wang & Jiming Hao, 2019. "Air quality and health benefits from fleet electrification in China," Nature Sustainability, Nature, vol. 2(10), pages 962-971, October.
- O'Connor, Marcus & Remus, William & Griggs, Kenneth, 2000. "Does updating judgmental forecasts improve forecast accuracy?," International Journal of Forecasting, Elsevier, vol. 16(1), pages 101-109.
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- Yue Tan & Liyi Gu & Senyu Xu & Mingchao Li, 2024. "Supply Chain Inventory Management from the Perspective of “Cloud Supply Chain”—A Data Driven Approach," Mathematics, MDPI, vol. 12(4), pages 1-30, February.
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Keywords
machine learning; error compensation; rolling forecast; sustainable manufacturing; case study;All these keywords.
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