Flexible IP cores for the k-NN classification problem and their FPGA implementation.
Elias S. ManolakosIoannis StamouliasPublished in: IPDPS Workshops (2010)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- support vector machine svm
- fpga implementation
- text classification
- nearest neighbor
- web document classification
- support vector machine
- distance function
- feature selection
- nearest neighbour
- nearest neighbor algorithm
- text categorization
- classification accuracy
- pattern recognition
- decision trees
- class labels
- document classification
- k nearest
- support vector
- voting methods
- similarity search
- probabilistic neural network
- bayesian network classifiers
- feature vectors
- machine learning
- hardware implementation
- information gain
- data sets
- supervised learning