A clustering-based active learning method to query informative and representative samples.
Xuyang YanShabnam NazmiBiniam GebruMohd AnwarAbdollah HomaifarMrinmoy SarkarKishor Datta GuptaPublished in: Appl. Intell. (2022)
Keyphrases
- preprocessing
- active learning
- high accuracy
- detection method
- database
- segmentation method
- training samples
- neural network
- machine learning
- objective function
- high precision
- cost function
- query by committee
- object retrieval
- retrieval method
- query evaluation
- query expansion
- response time
- significant improvement
- pairwise
- feature space
- data structure
- data sets