An automatic block and spot indexing with k-nearest neighbors graph for microarray image analysis.
Ho-Youl JungHwan-Gue ChoPublished in: ECCB (2002)
Keyphrases
- microarray
- k nearest neighbor
- knn
- image analysis
- microarray images
- nearest neighbor
- gene expression
- high throughput
- gene expression data
- microarray data
- gene selection
- experimental conditions
- high dimensionality
- gene networks
- support vector machine
- gene ontology
- support vector machine svm
- knn classifier
- gene expression profiles
- classification algorithm
- microarray data analysis
- neural network
- gene expression profiling
- microarray analysis
- gene expression analysis
- nearest neighbor search
- feature selection
- text classification
- pattern recognition
- gene expression data sets
- distance function
- cancer classification
- dna microarray
- image processing
- gene expression datasets
- k nearest
- information retrieval
- graph mining
- learning algorithm
- cluster analysis
- biological networks
- noise reduction