Defending active learning against adversarial inputs in automated document classification.
Lei PiZhuo LuYalin E. SagduyuSu ChenPublished in: GlobalSIP (2016)
Keyphrases
- document classification
- active learning
- text categorization
- text mining
- text classification
- text documents
- web documents
- web document classification
- classification algorithm
- machine learning
- linear classification
- topic extraction
- automatic document classification
- labeled data
- semi supervised
- training examples
- unlabeled data
- relevance feedback
- learning algorithm
- similarity measure
- data mining