Comparisons of a neural network and a nearest-neighbor classifier via the numeric handprint recognition problem.
William E. WeidemanMichael T. ManryHung-Chun YauWei GongPublished in: IEEE Trans. Neural Networks (1995)
Keyphrases
- nearest neighbor classifier
- neural network
- prototype selection
- recognition rate
- pattern recognition
- nearest neighbor
- training samples
- complexity measures
- distance measure
- stochastic gradient
- dynamic time warping
- artificial neural networks
- back propagation
- recognition algorithm
- nearest neighbor classification
- recognition accuracy
- object recognition
- decision trees
- multilayer perceptron
- human activities
- self organizing maps
- action recognition
- genetic algorithm
- activity recognition
- neural network model
- recurrent neural networks
- dimensionality reduction
- machine learning
- dynamic programming
- high quality
- numeric data
- database