How complex is the microarray dataset? A novel data complexity metric for biological high-dimensional microarray data.
Zhendong ShaLi ZhuZijun JiangYuanzhu Peter ChenTing HuPublished in: CoRR (2023)
Keyphrases
- microarray data
- data complexity
- high dimensional
- microarray datasets
- biological data
- gene sets
- microarray
- gene expression data
- gene expression
- microarray technology
- biologically relevant
- gene selection
- expressive power
- dna microarray
- gene expression analysis
- relevant genes
- feature selection
- informative genes
- data sets
- query answering
- query evaluation
- conjunctive queries
- microarray data analysis
- cluster analysis
- high dimensionality
- cancer classification
- gene networks
- biological processes
- np complete
- molecular biology
- systems biology
- high throughput
- gene clusters
- database
- databases
- low dimensional
- data mining
- microarray analysis
- dimensionality reduction
- high dimensional data
- gene expression profiles
- similarity search
- gene ontology
- biological networks