Adapting indexing trees to data distribution in feature spaces.
Xiaoning QianHemant D. TagarePublished in: Comput. Vis. Image Underst. (2010)
Keyphrases
- data distribution
- feature space
- indexing structure
- data points
- index structure
- high dimensional data
- data streams
- high dimensional
- nearest neighbor search
- indexing techniques
- database
- tree structure
- multi dimensional data
- decision trees
- training instances
- streaming data
- concept drift
- distributed data
- r tree
- high dimensionality
- low dimensional
- tree structures
- data skew
- training samples
- distributed systems
- training set
- machine learning
- data management
- dimensionality reduction
- feature vectors
- hash functions
- data structure
- feature extraction
- database systems
- learning algorithm
- data mining
- databases