Classification and Clustering for Case-Based Criminal Summary Judgement.
Chao-Lin LiuCheng-Tsung ChangJim-How HoPublished in: ICAIL (2003)
Keyphrases
- classification accuracy
- unsupervised classification
- unsupervised clustering
- supervised classification
- classification systems
- pattern classification
- data clustering
- pattern recognition
- support vector machine
- k means
- unsupervised learning
- outlier detection
- support vector machine svm
- case based reasoning
- clustering algorithm
- feature selection
- self organizing maps
- decision trees
- hierarchical clustering
- high dimensionality
- social network analysis
- decision rules
- benchmark datasets
- clustering method
- machine learning
- feature vectors
- nearest neighbor
- training set
- learning algorithm
- social networks
- classification scheme
- automatic classification
- law enforcement
- feature extraction
- information theoretic
- support vector
- preprocessing
- text classification
- supervised learning