A Supervised Learning and Group Linking Method for Historical Census Household Linkage.
Zhichun FuPeter ChristenMac BootPublished in: AusDM (2011)
Keyphrases
- supervised learning
- experimental evaluation
- unsupervised learning
- dynamic programming
- synthetic data
- data sets
- detection method
- high precision
- fully automatic
- neural network
- clustering method
- training samples
- computationally efficient
- mutual information
- cost function
- significant improvement
- prior knowledge
- objective function
- optimization method
- learning tasks
- group members
- segmentation method
- privacy preserving
- input data
- feature set
- training data
- similarity measure
- genetic algorithm