A Genetic Programming Approach to Record Deduplication

Several systems that rely on consistent data to offer high-quality services, such as digital libraries and e-commerce brokers, may be affected by the existence of duplicates, quasi replicas, or near-duplicate entries in their repositories. Because of that, there have been significant investments fro...

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Bibliographic Details

Published in:	IEEE transactions on knowledge and data engineering Vol. 24; no. 3; pp. 399 - 412
Main Authors:	de Carvalho, M. G., Laender, A. H. F., Goncalves, M. A., da Silva, A. S.
Format:	Journal Article
Language:	English
Published:	IEEE 01.03.2012
Subjects:	Data mining Database administration database integration evolutionary computing and genetic algorithms Genetic programming Machine learning Probabilistic logic Training
ISSN:	1041-4347
Online Access:	Get full text
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