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A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage

Fu, Sally; Zhou, Jun; Furong, Peng; Christen, Peter


Record linking is the task of detecting records in several databases that refer to the same entity. This task aims at exploring the relationship between entities, which normally lack common identifiers in heterogeneous datasets. When entities contain multiple relational records, linking them across datasets can be more accurate by treating the records as groups, which leads to group linking methods. Even so, individual record links may still be needed for the final group linking step. This...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Conference paper
DOI: 10.1007/978-3-642-35527-1_21


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