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TODS
2008
111views more  TODS 2008»
13 years 11 months ago
Conditional functional dependencies for capturing data inconsistencies
Wenfei Fan, Floris Geerts, Xibei Jia, Anastasios K...
ICDE
2007
IEEE
146views Database» more  ICDE 2007»
15 years 11 days ago
Conditional Functional Dependencies for Data Cleaning
We propose a class of constraints, referred to as conditional functional dependencies (CFDs), and study their applications in data cleaning. In contrast to traditional functional ...
Philip Bohannon, Wenfei Fan, Floris Geerts, Xibei ...
PVLDB
2008
111views more  PVLDB 2008»
13 years 10 months ago
Semandaq: a data quality system based on conditional functional dependencies
We present SEMANDAQ, a prototype system for improving the quality of relational data. Based on the recently proposed conditional functional dependencies (CFDs), it detects and rep...
Wenfei Fan, Floris Geerts, Xibei Jia
ICDE
2008
IEEE
153views Database» more  ICDE 2008»
15 years 11 days ago
Increasing the Expressivity of Conditional Functional Dependencies without Extra Complexity
The paper proposes an extension of CFDs [1], referred to as extended Conditional Functional Dependencies (eCFDs). In contrast to CFDs, eCFDs specify patterns of semantically relate...
Loreto Bravo, Wenfei Fan, Floris Geerts, Shuai Ma
VLDB
2007
ACM
137views Database» more  VLDB 2007»
14 years 11 months ago
Improving Data Quality: Consistency and Accuracy
Two central criteria for data quality are consistency and accuracy. Inconsistencies and errors in a database often emerge as violations of integrity constraints. Given a dirty dat...
Gao Cong, Wenfei Fan, Floris Geerts, Xibei Jia, Sh...