Tune Up Fuzzy C-Means for Big Data: Some Novel Hybrid Clustering Algorithms Based on Initial Selection and Incremental Clustering.
Le Hoang SonNguyen Dang TienPublished in: Int. J. Fuzzy Syst. (2017)
Keyphrases
- fuzzy c means
- big data
- incremental clustering
- clustering algorithm
- fuzzy clustering
- clustering method
- hard c means
- fcm algorithm
- k means
- hierarchical clustering
- data processing
- cloud computing
- cluster analysis
- data analysis
- social media
- business intelligence
- clustering quality
- image segmentation
- data management
- concept drift
- cluster centers
- cluster validity indices
- data warehousing
- knowledge discovery
- computer vision
- data clustering
- document clustering
- change detection
- information processing
- unsupervised learning
- support vector machine
- case study
- feature selection
- possibilistic c means
- machine learning