Table 1 Existing taxi clustering techniques
From: Detecting taxi movements using Random Swap clustering and sequential pattern mining
Studies | Clustering algorithm | Features |
|---|---|---|
Takimoto et al. [7] | SimDBSCAN | Clustered semantic trajectory |
Qi and Liu [9] | R-FDBSCAN | Clustered pickup points with tuning the clusters size |
Liu et al. [11] | DPC | Clustered pickup points with image analysis |
Saptawati [12] | DBSCAN | Clustered grids of spatial data |
Linjiang et al. [13] | GRIDBSCAN | Clustered grids of spatiotemporal data |
Naji et al. [14] | K-means DBSCAN | Clustered drivers’ profiles, then clustered driving patterns |