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» A Data Transformation Method Based on Schema Mapping
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HPDC
2010
IEEE
15 years 5 months ago
Mendel: efficiently verifying the lineage of data modified in multiple trust domains
Data is routinely created, disseminated, and processed in distributed systems that span multiple administrative domains. To maintain accountability while the data is transformed b...
Ashish Gehani, Minyoung Kim
BMCBI
2008
160views more  BMCBI 2008»
15 years 4 months ago
Predicting cancer involvement of genes from heterogeneous data
Background: Systematic approaches for identifying proteins involved in different types of cancer are needed. Experimental techniques such as microarrays are being used to characte...
Ramon Aragues, Chris Sander, Baldo Oliva
SIGKDD
2010
128views more  SIGKDD 2010»
14 years 10 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
AUSAI
2005
Springer
15 years 9 months ago
K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world applications several models will equally optimize...
Geoffrey I. Webb
148
Voted
ICCAD
1995
IEEE
135views Hardware» more  ICCAD 1995»
15 years 7 months ago
An iterative improvement algorithm for low power data path synthesis
We address the problem of minimizing power consumption in behavioral synthesis of data-dominated circuits. The complex nature of power as a cost function implies that the effects ...
Anand Raghunathan, Niraj K. Jha