Fast kMost Similar Neighbor Classifier for Mixed Data Based on a Tree Structure and Approximating-Eliminating.
Selene Hernández-RodríguezJesús Ariel Carrasco-OchoaJosé Francisco Martínez TrinidadPublished in: CIARP (2008)
Keyphrases
- tree structure
- mixed data
- quadtree
- mining algorithm
- data structure
- xml documents
- tree representation
- frequent patterns
- tree structures
- tree models
- data compression
- index structure
- hierarchical structure
- data sets
- mixture of gaussian distributions
- pattern tree
- b tree
- r tree
- management system
- knn
- pattern growth
- machine learning
- data mining
- database
- similarity function
- frequent sequences
- clustering algorithm
- candidate patterns
- databases
- markov tree