BriefGPT.xyz
Mar, 2024
借助Cartogram辅助的深度学习提升开放系统中的需求预测
Enhancing Demand Prediction in Open Systems by Cartogram-aided Deep Learning
HTML
PDF
Sangjoon Park, Yongsung Kwon, Hyungjoon Soh, Mi Jin Lee, Seung-Woo Son
TL;DR
我们提出了一种深度学习框架来预测公共自行车租赁和归还模式,通过利用卡图法来实现对新安装站点需求以及长期预测的预测,我们在首尔,南韩的公共自行车租赁和归还数据上展示了我们框架的有效性和潜在应用。
Abstract
Predicting
temporal patterns
across various domains poses significant challenges due to their nuanced and often nonlinear trajectories. To address this challenge,
prediction frameworks
have been continuously refi
→