K-means implementation on FPGA for high-dimensional data using triangle inequality.
Zhongduo LinCharles LoPaul ChowPublished in: FPL (2012)
Keyphrases
- high dimensional data
- triangle inequality
- nearest neighbor
- similarity search
- variable weighting
- k means
- high dimensional
- dimensionality reduction
- low dimensional
- data points
- data sets
- subspace clustering
- data analysis
- distance function
- metric space
- data distribution
- manifold learning
- nearest neighbor search
- knn
- indexing structure
- similarity queries
- multi dimensional
- dissimilarity measure
- quadratic assignment problem
- pre computed
- neural network
- image data