A SOM combined with KNN for classification task.
Leandro Augusto da SilvaEmilio Del-Moral-HernandezPublished in: IJCNN (2011)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- text classification
- knn classification
- support vector machine
- nearest neighbor
- knn classifier
- text categorization
- majority voting
- feature vectors
- feature selection
- nearest neighbour
- k nearest
- training set
- similarity search
- distance measurement
- self organizing maps
- decision trees
- dimensionality reduction methods
- input space
- distance function
- neural network
- pattern recognition
- classification accuracy
- kohonen self organizing map
- class labels
- information gain
- unsupervised learning
- feature space
- feature extraction
- learning algorithm
- machine learning