Active Learning Genetic programming for record deduplication.
Junio de FreitasGisele L. PappaAltigran Soares da SilvaMarcos André GonçalvesEdleno Silva de MouraAdriano VelosoAlberto H. F. LaenderMoisés G. de CarvalhoPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- genetic programming
- active learning
- fitness function
- symbolic regression
- evolutionary computation
- evolutionary algorithm
- gene expression programming
- learning strategies
- selective sampling
- semi supervised
- random sampling
- pool based active learning
- financial forecasting
- regression problems
- unlabeled data
- training examples
- learning process
- training set
- grammar guided genetic programming
- batch mode
- semi supervised learning
- learning algorithm
- active learning strategies
- sample selection
- evolutionary approaches
- batch mode active learning
- experimental design
- database
- supervised learning
- relevance feedback
- machine learning
- imbalanced data classification
- annotation effort
- data records
- transfer learning
- data integration
- labeled data