Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams.
Juan Isidro González HidalgoSilas G. T. C. SantosRoberto Souto Maior de BarrosPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- knn
- nearest neighbor
- k nearest neighbour
- k nearest neighbor
- data streams
- classification algorithm
- k nearest
- support vector
- support vector machine svm
- text classification
- nearest neighbour
- support vector machine
- web document classification
- similarity search
- classification accuracy
- neural network
- feature selection
- machine learning
- nearest neighborhood
- bayesian network classifiers
- decision boundary
- concept drift
- decision rules
- training samples
- feature vectors