Handwritten Character Classification Using Nearest Neighbor in Large Databases.
Stephen J. SmithMario O. BourgoinKarl SimsHarry VoorheesPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1994)
Keyphrases
- nearest neighbor
- handwritten characters
- training set
- feature extraction
- decision trees
- decision boundary
- k nearest neighbor
- classification rules
- classification accuracy
- text classification
- nearest neighbor classification
- pattern recognition
- character recognition
- classification scheme
- pattern classification
- machine learning
- nearest neighbor algorithm
- supervised learning
- knn
- support vector
- handwritten character recognition
- image classification
- nearest neighbor classifier
- classification systems
- object recognition
- high dimensional
- machine learning methods
- classification method
- classification algorithm
- feature space
- preprocessing
- classification rate
- classification process
- decision rules
- benchmark datasets
- training data
- feature selection
- data mining
- unsupervised learning