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GFKL
2007
Springer
148views Data Mining» more  GFKL 2007»
16 years 29 days ago
Information Integration of Partially Labeled Data
Abstract. A central task when integrating data from different sources is to detect identical items. For example, price comparison websites have to identify offers for identical p...
Steffen Rendle, Lars Schmidt-Thieme
PAKDD
2007
ACM
130views Data Mining» more  PAKDD 2007»
16 years 28 days ago
Deriving Private Information from Arbitrarily Projected Data
Distance-preserving projection based perturbation has gained much attention in privacy-preserving data mining in recent years since it mitigates the privacy/accuracy tradeoff by ac...
Songtao Guo, Xintao Wu
PKDD
2007
Springer
102views Data Mining» more  PKDD 2007»
16 years 28 days ago
Towards Data Mining Without Information on Knowledge Structure
Most knowledge discovery processes are biased since some part of the knowledge structure must be given before extraction. We propose a framework that avoids this bias by supporting...
Alexandre Vautier, Marie-Odile Cordier, Rene Quini...
PKDD
2007
Springer
114views Data Mining» more  PKDD 2007»
16 years 28 days ago
Robust Visual Mining of Data with Error Information
Abstract. Recent results on robust density-based clustering have indicated that the uncertainty associated with the actual measurements can be exploited to locate objects that are ...
Jianyong Sun, Ata Kabán, Somak Raychaudhury
PPOPP
2005
ACM
16 years 11 days ago
Scaling model checking of dataraces using dynamic information
Dataraces in multithreaded programs often indicate severe bugs and can cause unexpected behaviors when different thread interleavings are executed. Because dataraces are a cause f...
Ohad Shacham, Mooly Sagiv, Assaf Schuster