EARL: an Evolutionary Algorithm for Record Linkage.
Francesco CusmaiCarola AielloMonica ScannapiecoTiziana CatarciPublished in: QDB/MUD (2008)
Keyphrases
- record linkage
- evolutionary algorithm
- multi objective
- data cleaning
- duplicate detection
- multiple databases
- fitness function
- privacy preserving
- differential evolution
- multi objective optimization
- entity resolution
- function optimization
- linked data
- mutation operator
- approximate matching
- genetic algorithm
- group membership
- neural network
- disclosure risk
- crossover operator
- data integration
- case study
- machine learning
- databases
- database