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» Hypothesis Testing over Factorizations for Data Association
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153
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BMCBI
2010
165views more  BMCBI 2010»
15 years 3 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 ...
ICDM
2008
IEEE
109views Data Mining» more  ICDM 2008»
15 years 10 months ago
Quantitative Association Analysis Using Tree Hierarchies
Association analysis arises in many important applications such as bioinformatics and business intelligence. Given a large collection of measurements over a set of samples, associ...
Feng Pan, Lynda Yang, Leonard McMillan, Fernando P...
150
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ACMSE
2006
ACM
15 years 9 months ago
Automatic support for testing web-based enterprise applications
In this paper we consider the problem of automatically generating test suites associated with web-based enterprise systems. In particular, we discuss the construction of a tool de...
Arturo Sanchez, Brandon Vega, Alexander Gonzalez, ...
153
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AIME
2009
Springer
15 years 7 months ago
Data-Efficient Information-Theoretic Test Selection
We use the concept of conditional mutual information (MI) to approach problems involving the selection of variables in the area of medical diagnosis. Computing MI requires estimate...
Marianne Mueller, Rómer Rosales, Harald Ste...
126
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AUSDM
2006
Springer
122views Data Mining» more  AUSDM 2006»
15 years 7 months ago
Analysis of Breast Feeding Data Using Data Mining Methods
The purpose of this study is to demonstrate the benefit of using common data mining techniques on survey data where statistical analysis is routinely applied. The statistical surv...
Hongxing He, Huidong Jin, Jie Chen, Damien McAulla...