Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams.
Jonathan JakobAndré ArteltMartina HasenjägerBarbara HammerPublished in: Appl. Artif. Intell. (2023)
Keyphrases
- incremental learning
- knn
- high dimensional data streams
- k nearest neighbor
- nearest neighbor
- anomaly detection
- data streams
- text categorization
- change detection
- incremental learning algorithm
- classification algorithm
- k nearest neighbour
- learning process
- distance function
- knn algorithm
- fuzzy artmap
- support vector machine svm
- similarity search
- supervised learning
- high dimensional data
- neural network
- knn classification
- k nearest
- feature selection
- data sets
- text classification
- support vector machine
- semi supervised
- support vector
- low dimensional