Some Methods of Replacing the Nearest Neighbor Method.
Tomasz GóreckiMaciej LuczakPublished in: Commun. Stat. Simul. Comput. (2010)
Keyphrases
- support vector machine svm
- classification method
- support vector machine
- k nearest neighbor
- nearest neighbor
- feature extraction
- preprocessing
- significant improvement
- hybrid method
- methods require
- benchmark data sets
- shows significant improvement
- synthetic and real images
- exhaustive search
- statistical methods
- machine learning methods
- high accuracy
- cost function
- segmentation method
- detection method
- retrieval method
- gold standard
- data points
- reconstruction method
- alternative methods
- filtering method
- synthetic and real datasets
- classical methods
- similarity measure
- neural network