A New Feature Selection Method for One-Class Classification Problems.
Youngseon JeongInho KangMyong Kee JeongDongjoon KongPublished in: IEEE Trans. Syst. Man Cybern. Part C (2012)
Keyphrases
- feature selection
- mutual information
- preprocessing
- high accuracy
- classification accuracy
- detection method
- significant improvement
- optimization method
- pairwise
- support vector machine
- clustering method
- feature set
- experimental evaluation
- training data
- similarity measure
- probabilistic model
- machine learning
- edge detection
- objective function
- markov random field
- input data
- model selection
- feature extraction
- classification method
- decision trees
- feature weighting
- method for feature selection