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KDD
2004
ACM
118views Data Mining» more  KDD 2004»
14 years 11 months ago
Parallel computation of high dimensional robust correlation and covariance matrices
The computation of covariance and correlation matrices are critical to many data mining applications and processes. Unfortunately the classical covariance and correlation matrices...
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H...
SIGMOD
2008
ACM
169views Database» more  SIGMOD 2008»
14 years 10 months ago
MCDB: a monte carlo approach to managing uncertain data
To deal with data uncertainty, existing probabilistic database systems augment tuples with attribute-level or tuple-level probability values, which are loaded into the database al...
Ravi Jampani, Fei Xu, Mingxi Wu, Luis Leopoldo Per...
SIGMOD
2007
ACM
195views Database» more  SIGMOD 2007»
14 years 10 months ago
Effective variation management for pseudo periodical streams
Many database applications require the analysis and processing of data streams. In such systems, huge amounts of data arrive rapidly and their values change over time. The variati...
Lv-an Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Don...
PODS
2001
ACM
148views Database» more  PODS 2001»
14 years 10 months ago
On the Design and Quantification of Privacy Preserving Data Mining Algorithms
The increasing ability to track and collect large amounts of data with the use of current hardware technology has lead to an interest in the development of data mining algorithms ...
Dakshi Agrawal, Charu C. Aggarwal
HICSS
2010
IEEE
171views Biometrics» more  HICSS 2010»
14 years 5 months ago
Developing Reliable Measures of Privacy Management within Social Networking Sites
Social networking sites and other examples of online social spaces have greatly expanded their members’ opportunities for self expression and social interaction, while creating ...
Catherine Dwyer, Starr Roxanne Hiltz, Marshall Sco...