On Monotonic Tendency of Some Fuzzy Cluster Validity Indices for High-Dimensional Data.
Fernanda EustáquioTatiane M. NogueiraPublished in: BRACIS (2018)
Keyphrases
- high dimensional data
- cluster validity indices
- cluster validity index
- fuzzy c means
- multi objective
- dimensionality reduction
- high dimensional
- clustering algorithm
- subspace clustering
- low dimensional
- high dimensionality
- nearest neighbor
- data sets
- k means
- data points
- fuzzy sets
- data analysis
- dimension reduction
- similarity search
- fuzzy clustering
- fuzzy logic
- manifold learning
- clustering high dimensional data
- hierarchical clustering algorithms
- membership functions
- fuzzy rules
- high dimensional data sets
- cluster analysis
- high dimensional datasets
- evolutionary algorithm
- dimensional data
- pattern recognition
- machine learning
- feature space
- high dimensional spaces
- training set
- input data