KNN and the CNN for Handwritten Digit Recognition: A comparative study.
Taher Mostafa El-SahharMohamed A. Wahby ShalabyPublished in: NILES (2023)
Keyphrases
- handwritten digit recognition
- knn
- k nearest neighbor
- cellular neural networks
- nearest neighbor
- text categorization
- distance function
- knn algorithm
- similarity search
- k nearest neighbour
- classification method
- text classification
- support vector machine
- support vector machine svm
- classification algorithm
- test instances
- range queries
- knn classification
- graph construction
- feature selection
- neural network
- data sets
- similarity measure
- shows significant improvements
- k nearest
- convex optimization
- euclidean distance