Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients.
Paolo PiroWafa Bel Haj AliLydie CrescenceOumelkheir FerhatJacques DarcourtThierry PourcherMichel BarlaudPublished in: BIOINFORMATICS (2012)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- classification algorithm
- support vector machine svm
- image classification
- text classification
- support vector machine
- web document classification
- distance function
- text categorization
- nearest neighbour
- feature selection
- image retrieval
- training set
- neural network
- similarity search
- decision trees
- k nearest
- feature extraction
- learning algorithm
- information gain
- bayesian network classifiers
- linear combination
- similarity measure
- image registration
- classification accuracy
- pattern classification
- document classification
- graph construction
- bayes error
- wavelet subbands
- decision rules
- machine learning
- decision boundary
- feature space
- supervised learning
- feature vectors