Specification and Enforcement of Classification and Inference Constraints.
Steven DawsonSabrina De Capitani di VimercatiPierangela SamaratiPublished in: IEEE Symposium on Security and Privacy (1999)
Keyphrases
- pattern classification
- decision trees
- classification process
- classification algorithm
- classification scheme
- support vector
- text classification
- classification accuracy
- machine learning algorithms
- classification method
- model selection
- image classification
- support vector machine
- feature vectors
- preprocessing
- cost sensitive
- constrained optimization
- feature selection
- classification systems
- probabilistic inference
- neural network
- support vector machine svm
- training samples
- unsupervised learning
- pattern recognition
- high level
- knowledge base
- machine learning
- benchmark datasets
- cross validation
- machine learning methods
- constraint satisfaction
- classification models
- feature extraction
- data sets
- collective classification