Beyond probabilistic record linkage: Using neural networks and complex features to improve genealogical record linkage.
D. Randall WilsonPublished in: IJCNN (2011)
Keyphrases
- record linkage
- neural network
- duplicate detection
- data cleaning
- privacy preserving
- entity resolution
- multiple databases
- approximate matching
- linked data
- rich set
- feature vectors
- feature extraction
- census data
- group membership
- candidate matches
- feature space
- feature set
- image features
- probabilistic model
- disclosure risk
- pattern recognition
- information systems
- data mining