AEkNN: An AutoEncoder kNN-based classifier with built-in dimensionality reduction.
Francisco Javier PulgarFrancisco CharteAntonio J. RiveraMaría José del JesusPublished in: CoRR (2018)
Keyphrases
- knn
- k nearest neighbour
- dimensionality reduction
- k nearest neighbor
- feature selection
- classification algorithm
- knn classifier
- classification method
- dimensionality reduction methods
- nearest neighbor
- k nearest
- knn classification
- support vector machine
- text categorization
- feature space
- knn algorithm
- distance function
- high dimensional data
- high dimensional
- low dimensional
- nearest neighbour
- support vector machine svm
- principal component analysis
- feature extraction
- majority voting
- similarity search
- manifold learning
- text classification
- support vector
- test instances
- linear discriminant analysis
- feature set
- input space
- nonlinear dimensionality reduction
- neural network
- data sets
- training data
- training set
- nearest neighbor algorithm
- metric learning
- artificial neural networks
- pattern recognition
- locally linear embedding
- distance measure
- decision trees