Robustness in statistical pattern recognition under "contaminations" of training samples.
Yurij S. KharinEugene ZhukPublished in: ICPR (2) (1994)
Keyphrases
- training samples
- statistical pattern recognition
- number of training samples
- test sample
- training set
- feature space
- hyperplane
- training data
- pattern recognition
- learning algorithm
- supervised learning
- decision boundary
- high dimensional
- nearest neighbor classifier
- classification error
- face images
- structural pattern recognition
- representative samples
- feature extraction
- decision function
- discriminative information
- face recognition
- neural network
- denoising
- sample set
- data mining
- base classifiers
- support vectors
- active learning
- machine learning
- database