ALIAS: An Active Learning led Interactive Deduplication System.
Sunita SarawagiAnuradha BhamidipatyAlok KirpalChandra MouliPublished in: VLDB (2002)
Keyphrases
- active learning
- machine learning
- random sampling
- training examples
- cost sensitive
- user friendly
- semi supervised
- learning strategies
- unlabeled data
- highly interactive
- interactive systems
- data cleaning
- virtual reality
- user interaction
- supervised learning
- learning algorithm
- database systems
- case study
- selective sampling
- semi supervised learning
- genetic algorithm
- batch mode
- computer vision
- binary classification
- image processing
- ensemble methods
- data quality
- learning process
- computer graphics
- labeled data
- real time