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IEEEPACT
2003
IEEE
15 years 11 months ago
Compiler-Directed Content-Aware Prefetching for Dynamic Data Structures
This paper describes Compiler-Directed Content-Aware Prefetching (CDCAP), an integrated compiler and hardware approach for prefetching dynamic data structures. The approach utiliz...
Hassan Al-Sukhni, Ian Bratt, Daniel A. Connors
CCE
2004
15 years 6 months ago
On-line outlier detection and data cleaning
Outliers are observations that do not follow the statistical distribution of the bulk of the data, and consequently may lead to erroneous results with respect to statistical analy...
Hancong Liu, Sirish Shah, Wei Jiang
DEXAW
2005
IEEE
189views Database» more  DEXAW 2005»
16 years 3 days ago
Knowledge Management Challenges in Knowledge Discovery Systems
Current knowledge discovery systems are armed with many data mining techniques that can be potentially applied to a new problem. However, a system faces a challenge of selecting t...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
FLAIRS
2003
15 years 7 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke
ISI
2008
Springer
15 years 6 months ago
Visual Analytics for Supporting Entity Relationship Discovery on Text Data
To conduct content analysis over text data, one may look out for important named objects and entities that refer to real world instances, synthesizing them into knowledge relevant ...
Hanbo Dai, Ee-Peng Lim, Hady Wirawan Lauw, HweeHwa...