Column subset selection for active learning in image classification.
Jianfeng ShenBin JuTao JiangJingjing RenMiao ZhengChengwei YaoLanjuan LiPublished in: Neurocomputing (2011)
Keyphrases
- subset selection
- image classification
- active learning
- feature selection
- image representation
- bag of words
- hill climbing
- feature extraction
- machine learning
- random sampling
- image features
- selective sampling
- semi supervised learning
- bag of features
- column oriented
- visual words
- imbalanced data classification
- relevance feedback
- learning algorithm
- learning strategies
- multi label
- transfer learning
- experimental design
- semi supervised
- learning process
- sample selection
- pool based active learning
- sparse representation
- optimization problems
- cost function
- binary matrix
- active learning strategies
- neural network