Finding the Nearest Neighbors in Biological Databases Using Less Distance Computations.
Jianjun ZhouJörg SanderZhipeng CaiLusheng WangGuohui LinPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2010)
Keyphrases
- nearest neighbor
- distance computation
- biological databases
- k nearest neighbor
- distance function
- data integration
- molecular biology
- databases
- knn
- nearest neighbor search
- biological data
- data points
- high dimensional
- training set
- heterogeneous databases
- index structure
- data sources
- high dimensional data
- euclidean distance
- database
- edit distance
- high throughput
- complex objects
- decision trees
- life sciences
- data analysis
- neural network
- distance measure