Crime Prediction with Historical Crime and Movement Data of Potential Offenders Using a Spatio-Temporal Cokriging Method.
Hongjie YuLin LiuBo YangMinxuan LanPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- synthetic data
- spatio temporal
- input data
- training samples
- data sets
- prior knowledge
- statistical methods
- correlation analysis
- test data
- movement patterns
- detection method
- database
- noisy data
- pairwise
- data points
- data mining techniques
- data quality
- historical data
- modus operandi
- data analysis
- data mining
- image sequences
- spatio temporal data
- prediction algorithm
- training data
- prediction model
- data structure
- image data
- spatial and temporal
- data sources
- knowledge discovery
- clustering method
- missing values
- preprocessing
- spectral clustering
- information sharing
- significant improvement
- missing data
- prediction error
- information loss
- law enforcement
- predictive model
- similarity measure
- prediction accuracy
- high dimensional data