Adaptive ensemble of self-adjusting nearest neighbor subspaces for multi-label drifting data streams.
Gavin AlberghiniSylvio Barbon JuniorAlberto CanoPublished in: Neurocomputing (2022)
Keyphrases
- multi label
- nearest neighbor
- data streams
- text categorization
- concept drift
- high dimensional data
- multi label classification
- graph cuts
- high dimensional
- image classification
- training set
- k nearest neighbor
- ensemble learning
- image annotation
- knn
- text classification
- multi instance
- multi label learning
- binary classification
- data sets
- data points
- label assignment
- ensemble methods
- classification algorithm
- class labels
- low dimensional
- feature selection
- feature space
- multiple labels
- neural network
- semi supervised
- information retrieval
- data mining
- protein function prediction