Effective Clustering Analysis Based on New Designed Clustering Validity Index and Revised K-Means Algorithm for Big Data.
Erzhou ZhuPeng WenBinbin ZhuFeng LiuFutian WangXuejun LiPublished in: ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Keyphrases
- k means
- clustering analysis
- clustering method
- clustering algorithm
- data clustering
- big data
- cluster analysis
- validity index
- cluster centers
- fuzzy clustering
- validity measures
- cluster membership
- fuzzy c means
- clustering quality
- spectral clustering
- expectation maximization
- validity indices
- learning algorithm
- data management
- knowledge discovery
- association rules
- similarity measure
- data mining
- davies bouldin