一种识别共享单车潮汐点的时空模型和基于KNN-LightGBM的租还需求预测方法
A Spatial-temporal Model for Identifying Tidal Shared-bicycle Stops and Bicycle Sharing Demand Prediction based on KNN-LightGBM
一种识别共享单车潮汐点的时空模型和基于KNN-LightGBM的租还需求预测方法 |
| 柯日宏, 吴升, 柯玮文 |
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A Spatial-temporal Model for Identifying Tidal Shared-bicycle Stops and Bicycle Sharing Demand Prediction based on KNN-LightGBM |
| KE Rihong, WU Sheng, KE Weiwen |
| 图11 基于KNN-LightGBM模型在1 h和4 h时间尺度下预测租/还需求的结果对比 |
| Fig. 11 Results comparison of demand forecasting of borrow and return based on KNN-LightGBM model at 1 hour and 4 hour time scales |
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