SMART-TV: a fast and scalable nearest neighbor based classifier for data mining.
Taufik Fuadi AbidinWilliam PerrizoPublished in: SAC (2006)
Keyphrases
- nearest neighbor
- data mining
- nearest neighbor classifier
- nearest neighbor rule
- nearest neighbor algorithm
- k nearest neighbor
- training set
- decision boundary
- knn
- nearest neighbor search
- knn classifier
- nearest neighbor classification
- k nearest
- data mining techniques
- training data
- high dimensional data
- high dimensional
- distance function
- classification scheme
- support vector
- data mining algorithms
- classification method
- data mining methods
- feature space
- instance selection
- feature selection
- data mining applications
- real world
- association rule mining
- knowledge discovery
- association rules
- computer science
- nearest neighbor queries
- labeled images
- multidimensional analysis
- classification process
- classification algorithm
- training examples
- training samples
- intrusion detection
- data analysis
- decision trees
- learning algorithm
- index structure
- feature set
- text mining
- data warehouse
- neural network