Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers.
Sobirdzhon BobievAlbina KhusainovaAdil KhanS. M. Ahsan KazmiPublished in: FLAIRS (2022)
Keyphrases
- incremental learning
- data stream classification
- unlabeled samples
- incremental learning algorithm
- class labels
- multiclass classification
- learning process
- training data
- neural learning
- test set
- batch mode
- fuzzy artmap
- supervised learning
- naive bayes
- decision trees
- iterative learning
- machine learning
- knn
- text categorization
- data sets
- classification algorithm
- feature selection