Analysis of an ensemble algorithm for clustering cancer data.
Dengyuan WuLi ShengEric XuKai XingDechang ChenPublished in: BIBM Workshops (2012)
Keyphrases
- k means
- learning algorithm
- data sets
- data analysis
- clustering analysis
- clustering method
- training data
- data reduction
- noisy data
- data points
- clustering algorithm
- synthetic datasets
- preprocessing
- hierarchical clustering
- input data
- statistical analysis
- clustering result
- detection algorithm
- high dimensional data
- spectral clustering
- cluster centers
- data clustering
- distance metric
- contingency tables
- multidimensional scaling
- pruning algorithm
- cluster structure
- hierarchical clustering algorithm
- similarity matrix
- data sources
- computational complexity
- data structure
- objective function
- similarity measure
- neural network