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» Measuring independence of datasets
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PAKDD
2007
ACM
130views Data Mining» more  PAKDD 2007»
16 years 20 days ago
Deriving Private Information from Arbitrarily Projected Data
Distance-preserving projection based perturbation has gained much attention in privacy-preserving data mining in recent years since it mitigates the privacy/accuracy tradeoff by ac...
Songtao Guo, Xintao Wu
IPPS
2006
IEEE
16 years 18 days ago
Ad-hoc distributed spatial joins on mobile devices
PDAs, cellular phones and other mobile devices are now capable of supporting complex data manipulation operations. Here, we focus on ad-hoc spatial joins of datasets residing in m...
Panos Kalnis, Nikos Mamoulis, Spiridon Bakiras, Xi...
ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
16 years 5 days ago
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...
Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Y...
MMM
2005
Springer
185views Multimedia» more  MMM 2005»
16 years 4 days ago
Database Support for Haptic Exploration in Very Large Virtual Environments
The efficient management of complex objects has become an enabling technology for modern multimedia information systems as well as for many novel database applications. Unfortunat...
Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, ...
CIKM
2005
Springer
16 years 3 days ago
Joint deduplication of multiple record types in relational data
Record deduplication is the task of merging database records that refer to the same underlying entity. In relational databases, accurate deduplication for records of one type is o...
Aron Culotta, Andrew McCallum