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ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
13 years 8 months ago
A Practical Differentially Private Random Decision Tree Classifier
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...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...
MSS
1999
IEEE
115views Hardware» more  MSS 1999»
14 years 3 months ago
Managing Databases with Binary Large Objects
We present recommendations on Performance Management for databases supporting Binary Large Objects (BLOB) that, under a wide range of conditions, save both storage space and datab...
Michael Shapiro, Ethan L. Miller
SIGMOD
1997
ACM
159views Database» more  SIGMOD 1997»
14 years 3 months ago
On-Line Warehouse View Maintenance
Data warehouses store materialized views over base data from external sources. Clients typically perform complex read-only queries on the views. The views are refreshed periodical...
Dallan Quass, Jennifer Widom
CORR
2008
Springer
86views Education» more  CORR 2008»
13 years 11 months ago
Fast computation of the median by successive binning
In many important problems, one uses the median instead of the mean to estimate a population's center, since the former is more robust. But in general, computing the median i...
Ryan J. Tibshirani
ISADS
1999
IEEE
14 years 3 months ago
A Secure Key Registration System based on Proactive Secret-Sharing Scheme
We designed a secure key registration system based on the proactive secret-sharing scheme. A user can register important data such as a session key to a distributed system in a (t...
Masayuki Numao