A Novel Bézier LSTM Model: A Case Study in Corn Analysis
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- Kenneth Gilbert, 2005. "An ARIMA Supply Chain Model," Management Science, INFORMS, vol. 51(2), pages 305-310, February.
- Tao Xiong & Miao Li & Jia Cao, 2023. "Do Futures Prices Help Forecast Spot Prices? Evidence from China’s New Live Hog Futures," Agriculture, MDPI, vol. 13(9), pages 1-16, August.
- Domenico Piccolo, 1990. "A Distance Measure For Classifying Arima Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 11(2), pages 153-164, March.
- Qingliang Zhao & Xiaobin Feng & Liwen Zhang & Yiduo Wang, 2023. "Research on Short-Term Passenger Flow Prediction of LSTM Rail Transit Based on Wavelet Denoising," Mathematics, MDPI, vol. 11(19), pages 1-16, October.
- Abdulkadir Atalan, 2023. "Forecasting drinking milk price based on economic, social, and environmental factors using machine learning algorithms," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 214-241, January.
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Keywords
price forecast; LSTM; Bézier curve; ARIMA; SVR;All these keywords.
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