Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering.
Alexandre G. de BrevernSerge A. HazoutAlain MalpertuyPublished in: BMC Bioinform. (2004)
Keyphrases
- hierarchical clustering
- missing values
- microarray
- gene expression
- gene expression data
- missing data
- clustering method
- gene ontology
- incomplete data
- gene selection
- high dimensional data
- microarray data
- high throughput
- data imputation
- microarray datasets
- clustering algorithm
- partitional clustering
- high dimensionality
- missing data imputation
- text clustering
- hierarchical clustering algorithm
- single linkage
- data sets
- hierarchical clustering methods
- missing attribute values
- k means
- cluster analysis
- gene expression profiles
- feature selection
- data cleaning
- machine learning
- pattern recognition
- co occurrence
- dimensionality reduction
- data mining