Improved K-means algorithm based on relative mass and force range radius of the data field.
Daoheng ZhuTanghong WeiZhiqiang LiTaihuan HuPublished in: ICCIR (2021)
Keyphrases
- k means
- improved algorithm
- input data
- data sets
- clustering analysis
- noisy data
- detection algorithm
- spectral clustering
- expectation maximization
- data analysis
- computational complexity
- clustering method
- learning algorithm
- data reduction
- data collection
- preprocessing
- clustering result
- clustering algorithm
- prior information
- data clustering
- optimal solution
- optimization algorithm
- database
- data structure
- worst case
- cost function
- training data
- dimensional data
- dynamic programming
- information loss
- computational cost
- hierarchical clustering
- objective function
- data sources
- data distribution
- synthetic data
- segmentation algorithm
- original data
- image data
- synthetic datasets
- np hard
- hierarchical clustering algorithm