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» Fault Prediction using Early Lifecycle Data
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CCE
2004
13 years 7 months ago
An online application of dynamic PLS to a dearomatization process
Early detection of process disturbances and prediction of malfunctions in process equipment improve the safety of the process, minimize the time and resources needed for maintenan...
Tiina Komulainen, Mauri Sourander, Sirkka-Liisa J&...
PTS
2007
144views Hardware» more  PTS 2007»
13 years 9 months ago
Component Testing Is Not Enough - A Study of Software Faults in Telecom Middleware
The interrelationship between software faults and failures is quite intricate and obtaining a meaningful characterization of it would definitely help the testing community in decid...
Sigrid Eldh, Sasikumar Punnekkat, Hans Hansson, Pe...
ICSE
2005
IEEE-ACM
14 years 8 months ago
Use of relative code churn measures to predict system defect density
Software systems evolve over time due to changes in requirements, optimization of code, fixes for security and reliability bugs etc. Code churn, which measures the changes made to...
Nachiappan Nagappan, Thomas Ball
AICCSA
2006
IEEE
121views Hardware» more  AICCSA 2006»
13 years 10 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...
HICSS
2002
IEEE
148views Biometrics» more  HICSS 2002»
14 years 26 days ago
Barriers to a Wide-Area Trusted Network Early Warning System for Electric Power Disturbances
It is apparent that perturbations of the North American electric power grid follow the patterns and characteristics of Self Organized Critical (SOC) systems. Published studies sho...
Paul W. Oman, Jeff Roberts