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» Data Dependence Testing in Practice
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152
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ISSTA
2006
ACM
16 years 10 days ago
A case study of automatically creating test suites from web application field data
Creating effective test cases is a difficult problem, especially for web applications. To comprehensively test a web application’s functionality, test cases must test complex a...
Sara Sprenkle, Emily Gibson, Sreedevi Sampath, Lor...
158
Voted
ICDM
2007
IEEE
158views Data Mining» more  ICDM 2007»
16 years 21 days ago
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice
Recent years have witnessed an increasing number of studies in stream mining, which aim at building an accurate model for continuously arriving data. Somehow most existing work ma...
Jing Gao, Wei Fan, Jiawei Han
172
Voted
KDD
2000
ACM
211views Data Mining» more  KDD 2000»
15 years 10 months ago
Mining IC test data to optimize VLSI testing
We describe an application of data mining and decision analysis to the problem of die-level functional test in integrated circuit manufacturing. Integrated circuits are fabricated...
Tony Fountain, Thomas G. Dietterich, Bill Sudyka
175
Voted
BNCOD
2009
182views Database» more  BNCOD 2009»
15 years 7 months ago
Conditional Dependencies: A Principled Approach to Improving Data Quality
Real-life date is often dirty and costs billions of pounds to businesses worldwide each year. This paper presents a promising approach to improving data quality. It effectively det...
Wenfei Fan, Floris Geerts, Xibei Jia
198
Voted
BMCBI
2010
165views more  BMCBI 2010»
15 years 6 months ago
Filtering, FDR and power
Background: In high-dimensional data analysis such as differential gene expression analysis, people often use filtering methods like fold-change or variance filters in an attempt ...
Maarten van Iterson, Judith M. Boer, Renée ...