k-mw-modes: An algorithm for clustering categorical matrix-object data.
Fuyuan CaoLiqin YuJoshua Zhexue HuangJiye LiangPublished in: Appl. Soft Comput. (2017)
Keyphrases
- k means
- similarity matrix
- data objects
- categorical data
- synthetic datasets
- clustering method
- data sets
- data reduction
- clustering analysis
- input data
- dissimilarity matrix
- spectral clustering
- hierarchical clustering
- noisy data
- detection algorithm
- cluster centers
- data points
- numerical data
- learning algorithm
- similar objects
- clustering result
- hierarchical clustering algorithm
- data mining
- data structure
- data analysis
- dense regions
- clustering algorithm
- rows and columns
- large scale data sets
- cluster structure
- probabilistic model
- expectation maximization
- information loss
- feature space
- high dimensional data
- distance metric
- optimal solution
- data mining tasks
- laser scanner
- training data
- data clustering
- target object
- similarity function