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On the FCM Clustering based on Subtractive Clustering and Cluster Validity Evaluation
2006
This paper puts forward an FCM clustering based on subtractive clustering and cluster validity evaluation.The upper limit of the cluster number is determined by the subtractive clustering,and there is only one initialization in the process of searching the optimal cluster number copt so as to increase the efficiency of clustering.
Keywords:
- k-medians clustering
- Correlation clustering
- Single-linkage clustering
- Cluster analysis
- Fuzzy clustering
- Mathematics
- FLAME clustering
- Machine learning
- CURE data clustering algorithm
- Artificial intelligence
- Canopy clustering algorithm
- Pattern recognition
- Hierarchical clustering
- Clustering high-dimensional data
- Data mining
- Computer science
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