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PVLDB
2010
126views more  PVLDB 2010»
14 years 8 months ago
Set Similarity Join on Probabilistic Data
Set similarity join has played an important role in many real-world applications such as data cleaning, near duplication detection, data integration, and so on. In these applicati...
Xiang Lian, Lei Chen 0002
PVLDB
2010
95views more  PVLDB 2010»
14 years 8 months ago
Small Domain Randomization: Same Privacy, More Utility
Random perturbation is a promising technique for privacy preserving data mining. It retains an original sensitive value with a certain probability and replaces it with a random va...
Rhonda Chaytor, Ke Wang
PVLDB
2010
138views more  PVLDB 2010»
14 years 8 months ago
The Case for Determinism in Database Systems
Replication is a widely used method for achieving high availability in database systems. Due to the nondeterminism inherent in traditional concurrency control schemes, however, sp...
Alexander Thomson, Daniel J. Abadi
PVLDB
2010
121views more  PVLDB 2010»
14 years 8 months ago
Personalized Privacy Protection in Social Networks
Due to the popularity of social networks, many proposals have been proposed to protect the privacy of the networks. All these works assume that the attacks use the same background...
Mingxuan Yuan, Lei Chen 0002, Philip S. Yu
PVLDB
2010
105views more  PVLDB 2010»
14 years 8 months ago
Destabilizers and Independence of XML Updates
Independence analysis is the problem of determining whether an update affects the result of a query, e.g. a constraint or materialized view. We develop a new, modular framework fo...
Michael Benedikt, James Cheney