An Improved K-Means Algorithm Based on Evidence Distance.
Ailin ZhuZexi HuaYu ShiYongchuan TangLingwei MiaoPublished in: Entropy (2021)
Keyphrases
- k means
- times faster
- clustering method
- detection algorithm
- preprocessing
- experimental evaluation
- improved algorithm
- np hard
- worst case
- learning algorithm
- dynamic programming
- search space
- objective function
- high accuracy
- optimal solution
- linear programming
- expectation maximization
- computational complexity
- optimization algorithm
- cost function
- distance metric
- theoretical analysis
- probabilistic model
- computational cost
- simulated annealing
- matching algorithm
- data clustering
- clustering algorithm