Federated deep active learning for attention-based transaction classification.
Usman AhmedJerry Chun-Wei LinPhilippe Fournier-VigerPublished in: Appl. Intell. (2023)
Keyphrases
- active learning
- batch mode active learning
- classification accuracy
- selective sampling
- image classification
- machine learning
- decision trees
- pattern classification
- supervised learning
- digital libraries
- feature vectors
- classification method
- support vector
- support vector machine
- classification scheme
- model selection
- unsupervised learning
- class imbalance
- learning strategies
- classification algorithm
- automatic classification
- distributed systems
- classification systems
- random selection
- pattern recognition
- feature selection
- database
- imbalanced data classification
- class labels
- benchmark datasets
- learning process
- training set
- preprocessing
- learning algorithm
- neural network