A Novel Method for Detecting Outlying Subspaces in High-dimensional Databases Using Genetic Algorithm.
Ji ZhangQigang GaoHai H. WangPublished in: ICDM (2006)
Keyphrases
- high dimensional
- genetic algorithm
- databases
- high accuracy
- detection method
- feature space
- pairwise
- cost function
- optimization method
- dimensionality reduction
- preprocessing
- objective function
- significant improvement
- fuzzy logic
- high dimensional data
- immune genetic algorithm
- hybrid algorithm
- similarity search
- database
- hybrid ga
- support vector machine svm
- low dimensional
- simulated annealing
- probabilistic model
- computational cost
- k means
- computational complexity
- neural network