Model-based clustering of DNA methylation array data: a recursive-partitioning algorithm for high-dimensional data arising as a mixture of beta distributions.
Eugene Andres HousemanBrock C. ChristensenRu-Fang YehCarmen J. MarsitMargaret R. KaragasMargaret R. WrenschHeather H. NelsonJoseph WiemelsShichun ZhengJohn K. WienckeKarl T. KelseyPublished in: BMC Bioinform. (2008)
Keyphrases
- high dimensional data
- data sets
- data analysis
- data points
- nearest neighbor
- low dimensional
- high dimensional
- dimensionality reduction
- input data
- high dimensionality
- training data
- knowledge discovery
- model based clustering
- data mining techniques
- text data
- variable selection
- partitioning algorithm
- natural language processing
- image data
- feature vectors
- feature space
- decision trees
- computer vision