Data de-duplication using neural networks

Jun Liu

doi:10.1117/12.179236

30 June 1994 Data de-duplication using neural networks

Jun Liu

Proceedings Volume 2304, Neural and Stochastic Methods in Image and Signal Processing III; (1994) https://doi.org/10.1117/12.179236
Event: SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation, 1994, San Diego, CA, United States

Abstract

In this paper, we present the result of using neural network to search for duplicate addresses in a database. The problem is called data de-duplication of database. The problem of duplicated data appears when a distribution company maintains and updates its large-scale customer database. Back-propagation network has been used in our project. Several encoding approaches are developed and tested. Testing results are presented in the paper.

Citation Download Citation

Jun Liu "Data de-duplication using neural networks", Proc. SPIE 2304, Neural and Stochastic Methods in Image and Signal Processing III, (30 June 1994); https://doi.org/10.1117/12.179236

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