The Spatial Outlier Mining Algorithm based on the KNN Graph.
Lijun CaoXiyin LiuZhiping WangZhongping ZhangPublished in: J. Softw. (2013)
Keyphrases
- mining algorithm
- knn
- k nearest neighbor
- neighborhood graph
- graph construction
- graph databases
- nearest neighbor
- pattern mining
- tree structure
- frequent subgraphs
- sequential patterns
- frequent patterns
- association rules
- hierarchical document clustering
- association rule mining
- text categorization
- frequent itemsets
- k nearest neighbour
- itemsets
- spatial information
- knn algorithm
- support vector machine
- distance function
- graph mining
- outlier detection
- classification algorithm
- closure operator
- sequential pattern mining
- classification method
- similarity search
- frequent subsequences
- data mining algorithms
- structured data
- text classification
- weighted association rules
- pruning strategy
- feature selection
- multi dimensional
- data mining
- knn classification
- incremental updating
- knn classifier
- training data
- machine learning
- information retrieval
- data streams
- graph data
- high dimensional
- metric space
- data mining techniques