Selecting Features for Anomaly Intrusion Detection: A Novel Method using Fuzzy C Means and Decision Tree Classification.
Jingping SongZhiliang ZhuPeter ScullyChris J. PricePublished in: CSS (2013)
Keyphrases
- decision trees
- clustering method
- classification method
- classification accuracy
- fuzzy c means
- support vector machine svm
- support vector machine
- classification algorithm
- pairwise
- optimization algorithm
- k means
- fuzzy clustering algorithm
- hybrid method
- cross validation
- machine learning
- unsupervised learning
- support vector
- distance function
- svm classifier
- model selection
- similarity measure
- optimization method
- fuzzy clustering
- feature extraction
- extracted features
- feature set
- pattern recognition