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» Estimating the Quality of Data in Relational Databases
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ICDE
2007
IEEE
96views Database» more  ICDE 2007»
13 years 9 months ago
Mining Software Data
Data mining techniques and machine learning methods are commonly used in several disciplines. It is possible that they could also provide a basis for quality assessment of softwar...
Burak Turhan, F. Onur Kutlubay
DASFAA
2009
IEEE
136views Database» more  DASFAA 2009»
14 years 7 days 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
KDD
1995
ACM
95views Data Mining» more  KDD 1995»
13 years 9 months ago
Limits on Learning Machine Accuracy Imposed by Data Quality
Random errors and insufficiencies in databases limit the performance of any classifier trained from and applied to the database. In this paper we propose a method to estimate the ...
Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chian...
DEDUCTIVE
1993
103views Database» more  DEDUCTIVE 1993»
13 years 6 months ago
Q-Data: Using Deductive Database Technology to Improve Data Quality
This chapter discusses an extended deductive database prototype system, Q-Data, developed by Bellcore to improve data quality through data validation and cleanup. The key technolo...
Amit P. Sheth, Christopher Wood, Vipul Kashyap
SIGMOD
2004
ACM
161views Database» more  SIGMOD 2004»
14 years 5 months ago
Approximation Techniques for Spatial Data
Spatial Database Management Systems (SDBMS), e.g., Geographical Information Systems, that manage spatial objects such as points, lines, and hyper-rectangles, often have very high ...
Abhinandan Das, Johannes Gehrke, Mirek Riedewald