Crime Forecasting Using Spatio-temporal Pattern with Ensemble Learning.
Chung-Hsien YuWei DingPing ChenMelissa MorabitoPublished in: PAKDD (2) (2014)
Keyphrases
- ensemble learning
- temporal patterns
- temporal characteristics
- spatio temporal patterns
- spatio temporal
- generalization ability
- ensemble methods
- temporal information
- random forest
- pattern discovery
- concept drift
- base classifiers
- log files
- temporal constraints
- mutual subspace method
- frequent patterns
- unlabeled data
- learning algorithm
- semi supervised learning
- data mining techniques
- supervised learning
- multi class
- active learning
- training set
- image sequences
- machine learning