MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers.
Yuanyuan WeiJulian Jang-JaccardFariza SabrinaTimothy R. McIntoshPublished in: CoRR (2019)
Keyphrases
- k means
- detection algorithm
- dynamic programming
- computationally efficient
- optimization algorithm
- single pass
- experimental evaluation
- search space
- learning algorithm
- high efficiency
- significant improvement
- worst case
- data clustering
- matching algorithm
- outlier detection
- detection method
- similarity measure
- cost function
- computational complexity
- optimal solution
- objective function
- high accuracy
- computational cost
- preprocessing
- pruning strategy
- detecting outliers