An Improved Initialization Method for Clustering High-Dimensional Data.
Yanping ZhangQingshan JiangPublished in: DBTA (2010)
Keyphrases
- detection method
- high accuracy
- significant improvement
- support vector machine svm
- cost function
- clustering high dimensional data
- data mining
- evaluation method
- objective function
- dynamic programming
- neural network
- mathematical model
- synthetic data
- computationally efficient
- support vector machine
- k means
- pairwise
- preprocessing
- clustering algorithm
- computational cost
- probabilistic model
- prior knowledge
- main contribution
- clustering method
- computational complexity
- pattern recognition
- multiscale
- high precision
- fully automatic
- database