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» Data Cleaning: Problems and Current Approaches
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GPCE
2005
Springer
14 years 6 days ago
A Generative Programming Approach to Interactive Information Retrieval: Insights and Experiences
We describe the application of generative programming to a problem in interactive information retrieval. The particular interactive information retrieval problem we study is the su...
Saverio Perugini, Naren Ramakrishnan
ICDE
2005
IEEE
108views Database» more  ICDE 2005»
14 years 9 days ago
Robust Identification of Fuzzy Duplicates
Detecting and eliminating fuzzy duplicates is a critical data cleaning task that is required by many applications. Fuzzy duplicates are multiple seemingly distinct tuples which re...
Surajit Chaudhuri, Venkatesh Ganti, Rajeev Motwani
DANTE
1999
IEEE
150views Database» more  DANTE 1999»
13 years 11 months ago
Modeling and Executing the Data Warehouse Refreshment Process
Data warehouse refreshment is often viewed as a problem of maintaining materialized views over operational sources. In this paper, we show that the data warehouse refreshment proc...
Athanasios Vavouras, Stella Gatziu, Klaus R. Dittr...
NIPS
2004
13 years 8 months ago
The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated Data
There has been substantial progress in the past decade in the development of object classifiers for images, for example of faces, humans and vehicles. Here we address the problem ...
Oliver M. C. Williams, Andrew Blake, Roberto Cipol...
ICST
2009
IEEE
14 years 1 months ago
Quality Assurance of Software Applications Using the In Vivo Testing Approach
Software products released into the field typically have some number of residual defects that either were not detected or could not have been detected during testing. This may be...
Christian Murphy, Gail E. Kaiser, Ian Vo, Matt Chu