Active learning from uncertain crowd annotations.
Yan YanRómer RosalesGlenn FungJennifer G. DyPublished in: Allerton (2014)
Keyphrases
- active learning
- crowd sourced
- ground truth labels
- decision making
- semi supervised
- labeled data
- selective sampling
- crowd sourcing
- learning process
- semantic annotation
- random sampling
- active learning strategies
- object retrieval
- learning algorithm
- metadata
- machine learning
- training examples
- databases
- imbalanced data classification
- incomplete information
- annotation effort
- manual annotation
- uncertain information
- gene ontology
- user generated
- social networks
- data mining