FCM-Based Clustering Algorithm Ensemble for Large Data Sets.
Jie LiXinbo GaoChunna TianPublished in: FSKD (2006)
Keyphrases
- clustering algorithm
- fuzzy c means
- fuzzy clustering
- clustering ensemble
- k means
- fuzzy c means clustering algorithm
- ensemble learning
- cluster ensemble
- clustering method
- data reduction
- hierarchical clustering algorithms
- data sets
- fcm algorithm
- fuzzy c means algorithm
- data clustering
- ensemble methods
- neural network
- possibilistic c means
- decision trees
- data analysis
- machine learning
- ensemble clustering
- cluster analysis
- random forest
- density based clustering
- training data
- classifier ensemble
- learning algorithm
- feature selection
- consensus clustering
- clustering framework
- arbitrary shape
- training set
- text clustering
- hierarchical clustering
- clustering analysis
- clustering quality
- cluster centers
- image segmentation
- random forests
- small data sets
- neural network ensemble
- classification algorithm
- base classifiers
- spectral clustering
- data compression