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IQ
2007
13 years 9 months ago
An Evaluation Framework For Data Quality Tools
: Data Quality is a major stake for large organizations and software companies are proposing increasing numbers of tools focusing on these issues. The scope of these tools is movin...
Virginie Goasdoué, Sylvaine Nugier, Dominiq...
EKAW
2010
Springer
13 years 7 months ago
Using Semantic Web Resources for Data Quality Management
The quality of data is a critical factor for all kinds of decision-making and transaction processing. While there has been a lot of research on data quality in the past two decades...
Christian Fürber, Martin Hepp
DB
2007
179views more  DB 2007»
13 years 8 months ago
Utility-driven assessment of data quality
This study presents a methodology for dual assessments of data. Impartial assessment measures the extent to which data is defective. Utility-driven assessments of data quality mea...
Adir Even, Ganesan Shankaranarayanan
ICDM2
2004
Springer
196views Data Mining» more  ICDM2 2004»
14 years 1 months ago
An Early Warning System for Vehicle Related Quality Data
Vehicle production audit tests, warranty claims and car control unit data are stored in a central data warehouse for data mining analysis. Neural network based part failure rate es...
Matthias Grabert, Markus Prechtel, Tomas Hrycej, W...
ACMSE
2006
ACM
14 years 2 months ago
Automatic quality assessment of Affymetrix GeneChip data
Computing reliable gene expression levels from microarray experiments is a sophisticated process with many potential pitfalls. Quality control is one of the most important steps i...
Steffen Heber, Beate Sick