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» A Perspective on Databases and Data Mining
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ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
15 years 10 months ago
Discovering Frequent Arrangements of Temporal Intervals
In this paper we study a new problem in temporal pattern mining: discovering frequent arrangements of temporal intervals. We assume that the database consists of sequences of even...
Panagiotis Papapetrou, George Kollios, Stan Sclaro...
KDD
2005
ACM
109views Data Mining» more  KDD 2005»
16 years 4 months ago
A new scheme on privacy-preserving data classification
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...
Nan Zhang 0004, Shengquan Wang, Wei Zhao
PAKDD
2009
ACM
103views Data Mining» more  PAKDD 2009»
15 years 11 months ago
Hot Item Detection in Uncertain Data
Abstract. An object o of a database D is called a hot item, if there is a sufficiently large population of other objects in D that are similar to o. In other words, hot items are ...
Thomas Bernecker, Hans-Peter Kriegel, Matthias Ren...
ACSW
2007
15 years 5 months ago
The motivation and proposition of a privacy-enhancing architecture for operational databases
To date, research has focussed on privacy from a wide perspective, enabling organisations to implement various technologies that contribute to privacy protection. However, in such...
Kirsten Wahlstrom, Gerald Quirchmayr
EDBTW
2010
Springer
15 years 11 months ago
A practice-oriented framework for measuring privacy and utility in data sanitization systems
Published data is prone to privacy attacks. Sanitization methods aim to prevent these attacks while maintaining usefulness of the data for legitimate users. Quantifying the trade-...
Michal Sramka, Reihaneh Safavi-Naini, Jörg De...