A big data driven distributed density based hesitant fuzzy clustering using Apache spark with application to gene expression microarray.
Behrooz HosseiniKourosh KianiPublished in: Eng. Appl. Artif. Intell. (2019)
Keyphrases
- gene expression
- microarray
- fuzzy clustering
- big data
- gene expression data
- clustering analysis
- high throughput
- microarray data
- gene expression data analysis
- gene ontology
- clustering algorithm
- differentially expressed genes
- gene selection
- biological processes
- gene regulation
- molecular biology
- experimental conditions
- gene expression data sets
- high dimensionality
- dna microarray
- microarray data analysis
- functional genomics
- gene expression analysis
- membership functions
- data analysis
- cloud computing
- analysis of gene expression
- gene expression patterns
- gene expression levels
- gene expression datasets
- cluster analysis
- cancer diagnosis
- gene networks
- colon cancer
- genomic data
- regulatory networks
- binding sites
- gene expression microarray data
- transcription factors
- gene sets
- data processing
- pattern recognition