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» Software Defect Content Estimation: A Bayesian Approach
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INFSOF
2007
139views more  INFSOF 2007»
13 years 5 months ago
Predicting software defects in varying development lifecycles using Bayesian nets
An important decision problem in many software projects is when to stop testing and release software for use. For many software products, time to market is critical and therefore ...
Norman E. Fenton, Martin Neil, William Marsh, Pete...
IRI
2007
IEEE
13 years 11 months ago
Software Defects Prediction using Operating Characteristic Curves
We present a software defect prediction model using operating characteristic curves. The main idea behind our proposed technique is to use geometric insight in helping construct a...
Torsten Bergander, Yan Luo, A. Ben Hamza
HASE
1998
IEEE
13 years 9 months ago
Estimating the Number of Residual Defects
Residual defects is one of the most important factors that allow one to decide if a piece of software is ready to be released. In theory, one can find all the defects and count th...
Yashwant K. Malaiya, Jason Denton
ENGL
2008
133views more  ENGL 2008»
13 years 5 months ago
Cycle Time Forecasting Models for Defect Inspection Process in TFT-LCD Module Assembly
Because most of the procedures in defect inspection process of TFT-LCD module assembly are examined manually through human vision, cycle time estimation for this particular process...
Chien-wen Shen
AICCSA
2006
IEEE
121views Hardware» more  AICCSA 2006»
13 years 7 months ago
Software Defect Prediction Using Regression via Classification
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...
Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamel...