Towards Faster Gene Expression Prediction via Dimensionality Reduction and Feature Selection.
Jeremy WattsElexis AllenAhmad MitoubsiAnahita KhojandiJames EalesTheodore PapamarkouPublished in: EMBC (2023)
Keyphrases
- gene expression
- dimensionality reduction
- feature selection
- gene expression data
- microarray
- high dimensionality
- microarray data
- gene expression data sets
- protein interaction
- high dimensional data
- feature extraction
- microarray datasets
- biological processes
- gene expression data analysis
- gene regulation
- principal component analysis
- high dimensional
- dna microarray
- gene expression analysis
- microarray data analysis
- gene expression patterns
- feature space
- gene selection
- gene expression profiles
- gene expression microarray data
- regulatory networks
- analysis of gene expression
- gene regulatory networks
- biological networks
- high throughput
- text categorization
- cancer classification
- data sets
- low dimensional
- functional genomics
- machine learning
- mutual information
- pattern recognition
- colon cancer
- drosophila melanogaster
- linear discriminant analysis
- drug design
- gene interactions
- support vector