A Suite of Efficient Randomized Algorithms for Streaming Record Linkage

Organizations leverage massive volumes of information and new types of data to generate unprecedented insights and improve their outcomes. Correctly identifying duplicate records that represent the same entity, such as user, customer, patient and so on, a process commonly known as record linkage, ca...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering Jg. 36; H. 7; S. 2803 - 2813
Hauptverfasser:	Karapiperis, Dimitrios, Tjortjis, Christos, Verykios, Vassilios S.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.07.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Approximation algorithms Blocking Couplings Data integration Data structures Data transmission entity resolution Indexes randomization Real-time systems record linkage Soft sensors Streams
ISSN:	1041-4347, 1558-2191
Online-Zugang:	Volltext
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