311 search results - page 4 / 63 » Privacy-Preserving Data Imputation |
SIGMOD
2004
ACM
14 years 7 months ago
2004
ACM
We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for ana...
ICDE
2006
IEEE
14 years 1 months ago
2006
IEEE
Data integration has been a long standing challenge to the database and data mining communities. This need has become critical in numerous contexts, including building e-commerce ...
CORR
2008
Springer
13 years 7 months ago
2008
Springer
We consider privacy preserving decision tree induction via ID3 in the case where the training data is horizontally or vertically distributed. Furthermore, we consider the same pro...
PAKDD
2005
ACM
14 years 29 days ago
2005
ACM
Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...
ICCS
2005
Springer
14 years 1 months ago
2005
Springer
Abstract. Data Mining is often required to be performed among a number of groups of sites, where the precondition is that no privacy of any site should be leaked out to other sites...