Dynamic partial reconfiguration implementation of the SVM/KNN multi-classifier on FPGA for bioinformatics application.
Hanaa M. HussainKhaled BenkridHuseyin SekerPublished in: EMBC (2015)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification algorithm
- support vector machine svm
- classification method
- support vector machine
- nearest neighbor
- knn classifier
- feature selection
- text categorization
- distance function
- k nearest
- svm classifier
- nearest neighbour
- text classification
- hardware implementation
- machine learning
- nearest neighbor algorithm
- knn classification
- support vector
- majority voting
- knn algorithm
- neural network
- fpga technology
- data sets
- text mining
- multi class
- feature space
- missing values
- class labels
- similarity search
- training data