Q-metrics: An efficient formulation of normalized distance functions.
Magdi A. MohamedWeimin XiaoPublished in: SMC (2007)
Keyphrases
- distance function
- similarity search
- knn
- nearest neighbor
- complex objects
- euclidean metric
- euclidean distance
- metric space
- distance measure
- distance metric
- similarity function
- data points
- edit distance
- k nearest neighbor
- data sets
- distance computation
- training data
- similarity measure
- probability density function
- evaluation metrics
- decision trees
- database
- knn classification