Geometrical Transformation Invariant Approach for Classification of Signatures Using k-NN Classifier.
Chandrima GangulySusovan JanaRanjan ParekhPublished in: CICBA (1) (2018)
Keyphrases
- rough sets
- k nearest neighbour
- knn
- nearest neighbour
- classification algorithm
- k nearest neighbor
- decision rules
- support vector machine
- feature selection
- support vector machine svm
- nearest neighbor
- k nearest
- svm classifier
- majority voting
- text classification
- mixed data
- text categorization
- information gain
- bayesian network classifiers
- web document classification
- distance function
- training set
- support vector
- data sets
- document classification
- multi layer perceptron
- nearest neighbor algorithm
- decision trees
- voting methods
- feature space
- neural network
- naive bayes classifier
- decision boundary
- pattern classification
- class labels
- similarity search
- training samples
- feature set
- classification accuracy
- classifier combination
- learning vector quantization
- training data
- machine learning
- fuzzy k nearest neighbor