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» Declarative Data Cleaning: Language, Model, and Algorithms
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KDD
2007
ACM
182views Data Mining» more  KDD 2007»
14 years 7 months ago
Cleaning disguised missing data: a heuristic approach
In some applications such as filling in a customer information form on the web, some missing values may not be explicitly represented as such, but instead appear as potentially va...
Ming Hua, Jian Pei
DOCENG
2007
ACM
13 years 11 months ago
Declarative extensions of XML languages
We present a set of XML language extensions that bring notions from functional programming to web authors, extending the power of declarative modelling for the web. Our previous w...
Simon J. Thompson, Peter R. King, Patrick Schmitz
ICDE
2010
IEEE
204views Database» more  ICDE 2010»
14 years 2 months ago
ProbClean: A probabilistic duplicate detection system
— One of the most prominent data quality problems is the existence of duplicate records. Current data cleaning systems usually produce one clean instance (repair) of the input da...
George Beskales, Mohamed A. Soliman, Ihab F. Ilyas...
ICFP
2007
ACM
14 years 7 months ago
McErlang: a model checker for a distributed functional programming language
We present a model checker for verifying distributed programs written in the Erlang programming language. Providing a model checker for Erlang is especially rewarding since the la...
Hans Svensson, Lars-Åke Fredlund
DIS
2007
Springer
14 years 1 months ago
Machine Learning in Ecosystem Informatics
Ecosystem Informatics brings together mathematical and computational tools to address scientific and policy challenges in the ecosystem sciences. These challenges include novel s...
Thomas G. Dietterich