How to select samples for active learning? Document clustering with active learning methodology.
Norbert RopiakMateusz GniewkowskiMichal SwedrowskiMichal PogodaKarol GawronBartlomiej BojanowskiTomasz WalkowiakPublished in: ICECCS (2023)
Keyphrases
- active learning
- document clustering
- semi supervised document clustering
- training set
- document collections
- pairwise constraints
- semi supervised
- text mining
- machine learning
- learning algorithm
- text documents
- data sets
- clustering algorithm
- clustering method
- real world
- negative matrix factorization
- learning process
- artificial intelligence
- supervised learning
- semi supervised learning
- k means
- cost sensitive
- document representation
- topic extraction
- relevance feedback
- keywords
- training data
- multimedia