FRLDM: Empowering K-nearest Neighbor (KNN) through FPGA-based Reduced-rank Local Distance Metric.
Ashkan SamieeYinjie HuangYu BaiPublished in: IEEE BigData (2018)
Keyphrases
- distance metric
- k nearest neighbor
- knn
- distance function
- knn classification
- nearest neighbor
- euclidean distance
- text categorization
- metric learning
- data points
- support vector machine svm
- distance metric learning
- k nearest neighbour
- knn algorithm
- knn classifier
- classification method
- distance measure
- nearest neighbor classification
- similarity search
- text classification
- input space
- range queries
- support vector machine
- graph construction
- hierarchical document clustering
- metric space
- majority voting
- k nearest
- feature selection
- nearest neighbor algorithm
- edit distance
- data sets