Clustering Hybrid Data Using a Neighborhood Rough Set Based Algorithm and Expounding its Application.
Akarsh GoyalRahul ChowdhuryPublished in: Int. J. Fuzzy Syst. Appl. (2019)
Keyphrases
- k means
- clustering method
- data points
- data sets
- data reduction
- input data
- learning algorithm
- clustering analysis
- noisy data
- high dimensional data
- synthetic datasets
- computational complexity
- dimensional data
- similarity matrix
- data structure
- cluster centers
- hierarchical clustering algorithm
- probabilistic model
- clustering result
- optimal solution
- data analysis
- knowledge discovery
- dynamic programming
- clustering algorithm
- high dimensional
- training data
- cost function
- subspace clustering
- cluster structure
- categorical data
- information loss
- np hard
- spectral clustering
- data clustering
- data distribution
- similarity measure
- detection algorithm
- large scale data sets
- neighborhood information
- objective function
- dissimilarity matrix
- database
- hierarchical clustering
- distance metric
- expectation maximization
- rough sets