The Effects of Normalization, Transformation, and Rarefaction on Clustering of OTU Abundance.
DeAndre A. TomlinsonDavid C. MolikMichael E. PfrenderScott J. EmrichPublished in: BIBM (2018)
Keyphrases
- clustering algorithm
- clustering method
- k means
- data clustering
- cluster analysis
- unsupervised learning
- hierarchical clustering
- anomaly detection
- categorical data
- overlapping clusters
- document clustering
- similar objects
- clustering ensemble
- linear transformation
- fuzzy clustering
- website
- computer based instruction
- distance metric
- outlier detection
- self organizing maps
- dimensionality reduction
- image registration
- data points
- probabilistic model