614 search results - page 17 / 123 » Decision Trees for Uncertain Data |
ICDM
2009
IEEE
13 years 7 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
EDBT
2008
ACM
14 years 10 months ago
2008
ACM
Recently, many new applications, such as sensor data monitoring and mobile device tracking, raise up the issue of uncertain data management. Compared to "certain" data, ...
COR
2004
13 years 9 months ago
2004
Data mining (DM) techniques are being increasingly used in many modern organizations to retrieve valuable knowledge structures from organizational databases, including data wareho...
KDD
2001
ACM
14 years 2 months ago
2001
ACM
JMLR
2002
13 years 9 months ago
2002
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...