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SIGMETRICS
2011
ACM
208views Hardware» more  SIGMETRICS 2011»
14 years 7 days ago
Structure-aware sampling on data streams
The massive data streams observed in network monitoring, data processing and scientific studies are typically too large to store. For many applications over such data, we must ob...
Edith Cohen, Graham Cormode, Nick G. Duffield
SIGMOD
2011
ACM
179views Database» more  SIGMOD 2011»
14 years 7 days ago
No free lunch in data privacy
Differential privacy is a powerful tool for providing privacypreserving noisy query answers over statistical databases. It guarantees that the distribution of noisy query answers...
Daniel Kifer, Ashwin Machanavajjhala
SIGMOD
2011
ACM
270views Database» more  SIGMOD 2011»
14 years 7 days ago
Automatic discovery of attributes in relational databases
In this work we design algorithms for clustering relational columns into attributes, i.e., for identifying strong relationships between columns based on the common properties and ...
Meihui Zhang, Marios Hadjieleftheriou, Beng Chin O...
SIGMOD
2011
ACM
269views Database» more  SIGMOD 2011»
14 years 7 days ago
Advancing data clustering via projective clustering ensembles
Projective Clustering Ensembles (PCE) are a very recent advance in data clustering research which combines the two powerful tools of clustering ensembles and projective clustering...
Francesco Gullo, Carlotta Domeniconi, Andrea Tagar...
SIGMOD
2011
ACM
282views Database» more  SIGMOD 2011»
14 years 7 days ago
SkylineSearch: semantic ranking and result visualization for pubmed
Life sciences researchers perform scientific literature search as part of their daily activities. Many such searches are executed against PubMed, a central repository of life sci...
Julia Stoyanovich, Mayur Lodha, William Mee, Kenne...