Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering.
Gavin McArdleUrska DemsarStefan van der SpekSeán F. McLoonePublished in: Ann. GIS (2014)
Keyphrases
- trajectory data
- self organizing maps
- clustering algorithm
- gps data
- clustering method
- k means
- multidimensional scaling
- hierarchical clustering
- cluster analysis
- data clustering
- exploratory analysis
- visualization tool
- categorical data
- global positioning system
- spectral clustering
- map matching
- data analysis
- movement patterns
- navigation systems
- interactive visualization
- pedestrian detection
- outlier detection
- spatial data
- moving objects