KNNENS: A k-Nearest Neighbor Ensemble-Based Method for Incremental Learning Under Data Stream With Emerging New Classes.
Jianjun ZhangTing WangWing W. Y. NgWitold PedryczPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- k nearest neighbor
- incremental learning
- knn
- support vector machine svm
- classification method
- nearest neighbor
- similarity measure
- data streams
- support vector machine
- batch learning
- nearest neighbour
- classification algorithm
- distance function
- knn classifier
- feature set
- information extraction
- principal components
- pairwise
- multimedia
- nearest neighbor rule
- knn algorithm
- neural network