DFSeer: A visual analytics approach to facilitate model selection for demand forecasting

• Main Authors: SUN, Dong, FENG, Zezheng, CHEN, Yuanzhe, WANG, Yong, ZENG, Jia, YUAN, Mingxuan, PONG, Ting-Chuen, QU, Huamin
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2020
• 主題: Interactive visualization; model selection; product demand forecasting; time series; Graphics and Human Computer Interfaces; Software Engineering
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/5360; https://ink.library.smu.edu.sg/context/sis_research/article/6364/viewcontent/2005.03244.pdf
• 機構: Singapore Management University

Selecting an appropriate model to forecast product demand is critical to the manufacturing industry. However, due to the data complexity, market uncertainty and users’ demanding requirements for the model, it is challenging for demand analysts to select a proper model. Although existing model select...