Gene expression cancer classification using modified K-Nearest Neighbors technique.
Sarah M. AyyadAhmed I. SalehLabib M. LabibPublished in: Biosyst. (2019)
Keyphrases
- k nearest neighbor
- gene expression
- cancer classification
- microarray
- gene expression data
- knn
- gene selection
- microarray data
- gene expression profiles
- colon cancer
- nearest neighbor
- analysis of gene expression
- high throughput
- cancer diagnosis
- feature selection
- dna microarray
- text categorization
- gene expression patterns
- microarray datasets
- gene expression analysis
- support vector machine
- support vector machine svm
- gene ontology
- neural network
- biological processes
- experimental conditions
- regulatory networks
- binding sites
- random forest
- high dimensionality
- clustering analysis
- gene regulatory networks
- biological data
- biological networks
- text classification
- transcription factors
- dimensionality reduction
- similarity measure
- data mining
- data sets