ICDE
2007
IEEE
13 years 11 months ago
2007
IEEE
Microaggregation is a technique used to protect privacy in databases and location-based services. We propose a new hybrid technique for multivariate microaggregation. Our techniqu...
FUZZIEEE
2007
IEEE
13 years 11 months ago
2007
IEEE
— Recently several algorithms for clustering large data sets or streaming data sets have been proposed. Most of them address the crisp case of clustering, which cannot be easily ...
ESCIENCE
2007
IEEE
13 years 11 months ago
2007
IEEE
In federated Data Grids, individual institutions share their data sets within a community to enable collaborative data analysis. Data access needs to be provided in a scalable fas...
CIDM
2007
IEEE
13 years 11 months ago
2007
IEEE
— In this paper, we consider burst detection within the context of privacy. In our scenario, multiple parties want to detect a burst in aggregated time series data, but none of t...
CIBCB
2007
IEEE
13 years 11 months ago
2007
IEEE
The integration of diverse data sets into probabilistic functional networks is an active and important area of research in systems biology. In this paper we fracture a previously p...
AIMSA
2008
Springer
13 years 11 months ago
2008
Springer
Relational instance-based learning (RIBL) algorithms offer high prediction capabilities. However, they do not scale up well, specially in domains where there is a time bound for c...
SP
2008
IEEE
13 years 11 months ago
2008
IEEE
The efficacy of Anomaly Detection (AD) sensors depends heavily on the quality of the data used to train them. Artificial or contrived training data may not provide a realistic v...
NDSS
2008
IEEE
13 years 11 months ago
2008
IEEE
In [22] we showed that existing single-server computational private information retrieval (PIR) protocols for the purpose of preserving client access patterns leakage are orders o...
IV
2008
IEEE
13 years 11 months ago
2008
IEEE
In many application fields, the statistical properties of data sets are of great interest for data analysts. Since local variations can occur especially in large data sets, it is...
INFOCOM
2008
IEEE
13 years 11 months ago
2008
IEEE
The remote file synchronization problem is how to update an outdated version of a file located on one machine to the current version located on another machine with a minimal am...