19 search results - page 1 / 4 » Classification Spanning Private Databases |
AAAI
2006
13 years 8 months ago
2006
In this paper, we study the classification problem involving information spanning multiple private databases. The privacy challenges lie in the facts that data cannot be collected...
CIKM
2006
Springer
13 years 11 months ago
2006
Springer
Distributed privacy preserving data mining tools are critical for mining multiple databases with a minimum information disclosure. We present a framework including a general model...
STOC
2007
ACM
14 years 7 months ago
2007
ACM
We introduce a new, generic framework for private data analysis. The goal of private data analysis is to release aggregate information about a data set while protecting the privac...
KDD
2005
ACM
14 years 7 months ago
2005
ACM
We address privacy-preserving classification problem in a distributed system. Randomization has been the approach proposed to preserve privacy in such scenario. However, this appr...
ICDE
1999
IEEE
14 years 8 months ago
1999
IEEE
We present parallel algorithms for building decision-tree classifiers on shared-memory multiprocessor (SMP) systems. The proposed algorithms span the gamut of data and task parall...