Statistical Analysis of Microarray Data Clustering using NMF, Spectral Clustering, Kmeans, and GMM.
Andri MirzalPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- spectral clustering
- data clustering
- microarray
- statistical analysis
- negative matrix factorization
- k means
- nonnegative matrix factorization
- gene expression
- microarray data
- gene expression data
- clustering algorithm
- clustering quality
- expectation maximization
- normalized cut
- cluster analysis
- gene selection
- clustering analysis
- high dimensionality
- unsupervised learning
- gene expression profiles
- document clustering
- clustering method
- em algorithm
- feature vectors
- mixture model
- graph partitioning
- fuzzy c means
- data points
- active learning
- constrained clustering