Unsupervised String Transformation Learning for Entity Consolidation.
Dong DengWenbo TaoZiawasch AbedjanAhmed K. ElmagarmidIhab F. IlyasGuoliang LiSamuel MaddenMourad OuzzaniMichael StonebrakerNan TangPublished in: ICDE (2019)
Keyphrases
- learning process
- unsupervised learning
- learning systems
- reinforcement learning
- prior knowledge
- supervised learning
- learning algorithm
- online learning
- knowledge acquisition
- weakly supervised
- supervised training
- genetic algorithm
- information bottleneck
- inductive inference
- learning scheme
- learning community
- learning tasks
- pattern matching
- empirical studies
- artificial neural networks
- similarity measure