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DKE
2006
81views more  DKE 2006»
13 years 4 months ago
Improving data quality through effective use of data semantics
Stuart E. Madnick, Hongwei Zhu 0002
WSDM
2010
ACM
245views Data Mining» more  WSDM 2010»
14 years 2 months ago
Improving Quality of Training Data for Learning to Rank Using Click-Through Data
In information retrieval, relevance of documents with respect to queries is usually judged by humans, and used in evaluation and/or learning of ranking functions. Previous work ha...
Jingfang Xu, Chuanliang Chen, Gu Xu, Hang Li, Elbi...
DASFAA
2009
IEEE
136views Database» more  DASFAA 2009»
13 years 11 months ago
The Effect of Data Quality Tag Values and Usable Data Quality Tags on Decision-Making
Prior research has shown that supplying decision-makers with data quality (DQ) tags, metadata about the quality of data used in decision-making, can impact decision outcomes in cer...
Rosanne Price, Graeme G. Shanks
BMCBI
2010
105views more  BMCBI 2010»
13 years 4 months ago
Effects of scanning sensitivity and multiple scan algorithms on microarray data quality
Background: Maximizing the utility of DNA microarray data requires optimization of data acquisition through selection of an appropriate scanner setting. To increase the amount of ...
Andrew Williams, Errol M. Thomson
DMDW
2001
128views Management» more  DMDW 2001»
13 years 6 months ago
Improving Data Cleaning Quality Using a Data Lineage Facility
The problem of data cleaning, which consists of removing inconsistencies and errors from original data sets, is well known in the area of decision support systems and data warehou...
Helena Galhardas, Daniela Florescu, Dennis Shasha,...