Connectivity Based Method for Clustering Microbial Communities from Metagenomics Data of Water and Soil Samples.
Jessica S. RahmanJinyan LiJuanying XieShoshana FogelmanMichael BlumensteinPublished in: IJCNN (2018)
Keyphrases
- synthetic data
- input data
- clustering method
- data sets
- test data
- spectral clustering
- clustering result
- data points
- statistical methods
- similarity measure
- sampling methods
- training samples
- data analysis
- original data
- similarity matrix
- missing data
- high dimensional data
- sample set
- data sources
- data structure
- training data
- prior knowledge
- pairwise
- clustering ensemble
- random samples
- hierarchical clustering
- dissimilarity matrix
- data objects
- data clustering
- unsupervised learning
- data mining techniques
- probabilistic model
- decision trees
- clustering algorithm
- social networks