Diverse Expected Gradient Active Learning for Relative Attributes.
Xinge YouRuxin WangDacheng TaoPublished in: IEEE Trans. Image Process. (2014)
Keyphrases
- active learning
- machine learning
- wide variety
- learning algorithm
- random sampling
- attribute selection
- attribute values
- training examples
- pool based active learning
- semi supervised
- relevance feedback
- selective sampling
- supervised learning
- learning strategies
- active learning strategies
- labeled data
- input data
- edge detection
- unlabeled data
- batch mode active learning
- imbalanced data classification
- decision table
- multi attribute
- cost sensitive
- data sets
- social networks
- data mining
- real world