SOM-Based K-Nearest Neighbors Search in Large Image Databases.
Zaher AghbariKun Seok OhYaokai FengAkifumi MakinouchiPublished in: VDB (2002)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- input space
- neural network
- query point
- search algorithm
- knn classifier
- self organizing maps
- classification algorithm
- support vector machine
- nearest neighbor algorithm
- nearest neighbor search
- text classification
- bayes error
- search methods
- high dimensional data
- dimensionality reduction
- image retrieval
- feature space
- data analysis
- feature selection
- learning algorithm
- information retrieval