Class-incremental Learning with Pre-allocated Fixed Classifiers.
Federico PerniciMatteo BruniClaudio BaecchiFrancesco TurchiniAlberto Del BimboPublished in: ICPR (2020)
Keyphrases
- incremental learning
- data stream classification
- class labels
- fuzzy artmap
- incremental learning algorithm
- batch learning
- multiclass classification
- test set
- supervised learning
- training data
- support vector
- decision trees
- training set
- svm classifier
- feature selection
- classification algorithm
- linear classifiers
- batch mode
- semi supervised
- training examples
- machine learning
- face recognition
- learning algorithm