ALEX: Active Learning based Enhancement of a Classification Model's EXplainability.
Ishani MondalDebasis GangulyPublished in: CIKM (2020)
Keyphrases
- active learning
- image enhancement
- random sampling
- supervised learning
- image processing
- selective sampling
- learning strategies
- training examples
- learning algorithm
- training set
- cost sensitive
- experimental design
- active learning strategies
- semi supervised
- pool based active learning
- imbalanced data classification
- online learning
- machine learning
- neural network
- annotation effort
- data sets
- music emotion classification
- relevance feedback
- color images
- learning process
- case study
- computer vision
- search engine
- information retrieval
- data mining