Deep Active Learning for In Situ Plankton Classification.
Erik BochinskiGhassen BachaVolker EiseleinTim J. W. WallesJens C. NejstgaardThomas SikoraPublished in: CVAUI/IWCF/MIPPSNA@ICPR (2018)
Keyphrases
- active learning
- supervised learning
- classification scheme
- batch mode active learning
- classification accuracy
- selective sampling
- machine learning
- pattern recognition
- feature extraction
- classification process
- image classification
- text classification
- feature space
- learning algorithm
- classification systems
- machine learning algorithms
- automatic classification
- annotation effort
- unsupervised learning
- class imbalance
- pattern classification
- machine learning methods
- class labels
- feature set
- feature vectors
- decision trees
- feature selection
- classification algorithm
- decision rules
- incremental learning
- neural network
- model selection
- support vector
- imbalanced data classification