High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution.
Yinghua ShenHanyu ETianhua ChenZhi XiaoBingsheng LiuYuan ChenPublished in: IWANN (1) (2021)
Keyphrases
- high dimensional data
- fuzzy c means
- clustering algorithm
- clustering method
- subspace clustering
- fuzzy clustering
- k means
- fcm algorithm
- fuzzy clustering algorithm
- nearest neighbor
- high dimensional
- dimensionality reduction
- low dimensional
- fcm clustering
- data points
- high dimensionality
- hard c means
- data sets
- data analysis
- clustering high dimensional data
- fuzzy clustering algorithms
- cluster analysis
- similarity search
- dimension reduction
- high dimensional data sets
- image segmentation
- cluster centers
- high dimensional datasets
- input space
- gustafson kessel
- possibilistic c means
- input data
- hierarchical clustering
- cluster validity index
- possibilistic clustering
- linear discriminant analysis
- document clustering
- image processing
- query processing
- computer vision
- genetic algorithm
- data mining
- neural network