Distributed Algorithm for Privacy Preserving Data Mining Based on ID3 and Improved Secure Sum

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
Data mining is a science which is introduced for getting new and useful knowledge from massive data collections. So miming algorithm inputs are always data, but in all cases data have not been stored in one place and in some cases data have been distributed among different servers. For example in some medical data mining the authors need to cooperation between some hospitals or medical centers, in these cases sharing of data and samples is illegal. According to the HIPAA rule sharing of patient information is unauthorized.
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