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» Synthesizing Database Transactions
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ICDE
2008
IEEE
150views Database» more  ICDE 2008»
14 years 11 months ago
On the Anonymization of Sparse High-Dimensional Data
Abstract-- Existing research on privacy-preserving data publishing focuses on relational data: in this context, the objective is to enforce privacy-preserving paradigms, such as ka...
Gabriel Ghinita, Yufei Tao, Panos Kalnis
ICDE
2005
IEEE
120views Database» more  ICDE 2005»
14 years 11 months ago
SNAP: Efficient Snapshots for Back-in-Time Execution
SNAP is a novel high-performance snapshot system for object storage systems. The goal is to provide a snapshot service that is efficient enough to permit "back-in-time" ...
Liuba Shrira, Hao Xu
ICDE
2002
IEEE
106views Database» more  ICDE 2002»
14 years 11 months ago
OSSM: A Segmentation Approach to Optimize Frequency Counting
Computing the frequency of a pattern is one of the key operations in data mining algorithms. We describe a simple yet powerful way of speeding up any form of frequency counting sa...
Carson Kai-Sang Leung, Raymond T. Ng, Heikki Manni...
ICDE
1996
IEEE
103views Database» more  ICDE 1996»
14 years 11 months ago
Using Partial Differencing for Efficient Monitoring of Deferred Complex Rule Conditions
This paper presents a difference calculus for determining changes to rule conditions in an active DBMS. The calculus has been used for implementing an algorithm to efficiently mon...
Martin Sköld, Tore Risch
KDD
2008
ACM
155views Data Mining» more  KDD 2008»
14 years 10 months ago
Factorization meets the neighborhood: a multifaceted collaborative filtering model
Recommender systems provide users with personalized suggestions for products or services. These systems often rely on Collaborating Filtering (CF), where past transactions are ana...
Yehuda Koren