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86
Voted
KDD
1994
ACM
15 years 4 months ago
1994
ACM
117
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KDD
2002
ACM
16 years 16 days ago
2002
ACM
Privacy considerations often constrain data mining projects. This paper addresses the problem of association rule mining where transactions are distributed across sources. Each si...
127
Voted
CIKM
2009
Springer
15 years 4 months ago
2009
Springer
Data mining can extract important knowledge from large data collections - but sometimes these collections are split among various parties. Privacy concerns may prevent the parties...
83
Voted
KAIS
2008
15 years 2 days ago
2008
Classical data mining algorithms implicitly assume complete access to all data, either in centralized or federated form. However, privacy and security concerns often prevent sharin...
110
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KDD
2010
ACM
15 years 4 months ago
2010
ACM
Recent research in privacy-preserving data mining (PPDM) has become increasingly popular due to the wide application of data mining and the increased concern regarding the protect...