Simultaneous feature selection and clustering of micro-array and RNA-sequence gene expression data using multiobjective optimization.
Abhay Kumar AlokPooja GuptaSriparna SahaVineet SharmaPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- gene expression data
- multiobjective optimization
- microarray
- simultaneous clustering
- feature selection
- high dimensionality
- gene expression
- gene expression analysis
- microarray data analysis
- multi objective
- gene expression profiles
- microarray data
- min max
- gene expression data analysis
- high throughput
- clustering analysis
- high dimensional data
- gene expression data sets
- gene selection
- clustering algorithm
- cancer classification
- biclustering algorithms
- data sets
- gene networks
- experimental conditions
- high dimensional
- microarray datasets
- cancer diagnosis
- genomic data
- clustering method
- gene regulatory networks
- dna microarray data
- dna microarray
- unsupervised learning
- regulatory networks
- gene ontology
- transcription factors
- molecular biology
- k means
- cluster analysis
- colon cancer
- systems biology
- biological networks
- secondary structure
- biological data
- support vector machine