Research Article

Short-Term Passenger Flow Forecast of Rail Transit Station Based on MIC Feature Selection and ST-LightGBM considering Transfer Passenger Flow

Table 1

Travel data records.

IDotimeostationdtimedstationDateTypePublic transport

178∗∗∗52108:05:26Lianban08:10:38Wenzao2018.11.01Metro one-way ticketRail transit
261∗∗∗34509:15:23Zhenhailu09:25:46Lianban2018.11.05Yitong cardRail transit
174∗∗∗02010:41:00Lianban11:01:22Zhenhailu2018.11.14Metro QR codeRail transit
356∗∗∗74211:18:36Jiageng11:55:47Lianban2018.11.07BRT QR codeBRT
194∗∗∗94216:30:38Kaihelukou16:42:39Lianban2018.11.03Yitong cardBRT
285∗∗∗86513:44:29Lianban13:55:24Ershi2018.11.09BRT one-way ticketBRT
454∗∗∗26118:25:48Huming18:38:26Lianjingerli2018.11.02Yitong cardConventional bus