Compute Pairwise Manhattan Distance and Pearson Correlation Coefficient of Data Points with GPU.
Dar-Jen ChangAhmed H. DesokyMing OuyangEric C. RouchkaPublished in: SNPD (2009)
Keyphrases
- data points
- manhattan distance
- pairwise
- pearson correlation coefficient
- euclidean distance
- distance metric
- similarity measure
- nearest neighbor
- collaborative filtering
- nearest neighbor search
- labeled data
- euclidean space
- neighborhood structure
- spectral clustering
- data distribution
- high dimensional data
- feature space
- distance function
- low dimensional
- dimensionality reduction
- point sets
- unlabeled data
- distance measure
- high dimensional