Entropy-Based Profile Characterization and Classification for Automatic Profile Management.
Jinpyo KimWei-Chung HsuPen-Chung YewSreekumar R. NairRobert Y. GevaPublished in: Asia-Pacific Computer Systems Architecture Conference (2007)
Keyphrases
- machine learning
- management system
- user profiles
- classification accuracy
- pattern classification
- pattern recognition
- classification method
- data sets
- support vector machine svm
- data processing
- image classification
- preprocessing
- feature vectors
- support vector machine
- classification process
- support vector
- decision support
- unsupervised learning
- automatic classification
- classification algorithm
- information systems
- statistical classification
- hidden markov models
- classification rate
- classification scheme
- cost sensitive
- information theory
- database
- benchmark datasets
- feature selection
- decision trees
- model selection
- data management
- feature space