PS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data.
Ricky Maulana FajriSamaneh KhoshrouRobert PeharzMykola PechenizkiyPublished in: ECML/PKDD (5) (2020)
Keyphrases
- text data
- batch mode active learning
- active learning
- text classification
- text mining
- batch mode
- high dimensional
- class imbalance
- structured data
- minority class
- high dimensional data
- document collections
- text documents
- web pages
- machine learning
- data mining
- data sets
- class distribution
- computationally expensive
- labeled data
- learning algorithm