Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling.
Ludmila I. KunchevaJ. Salvador SánchezPublished in: ICDM (2008)
Keyphrases
- nearest neighbour
- streaming data
- data streams
- k nearest neighbour
- concept drift
- sliding window
- knn
- training set
- k nearest neighbor
- data distribution
- massive data streams
- evolving data streams
- data stream mining
- euclidean distance
- decision trees
- anomaly detection
- classification algorithm
- minority class
- concept drifting data streams
- rough sets
- nearest neighbor
- stream data
- distance function
- multilayer perceptron
- ensemble classifier
- support vector machine