An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier.
Muhammad Atif TahirAhmed BouridanePublished in: ICASSP (3) (2006)
Keyphrases
- nearest neighbour classifier
- cancer classification
- gene selection
- microarray
- random forest
- microarray data
- cancer diagnosis
- gene expression data
- gene expression profiles
- gene expression profiling
- feature selection
- microarray gene expression data
- application specific
- colon cancer
- gene expression
- mass spectrometry data
- hardware implementation
- cancer datasets
- high throughput
- high dimensionality
- data sets
- microarray datasets
- gene ontology
- support vector machine
- learning algorithm
- training data
- experimental conditions
- face recognition
- multi label
- similarity measure
- unsupervised learning