148 search results - page 4 / 30 » Fault Prediction using Early Lifecycle Data |
ISSRE
2005
IEEE
13 years 11 months ago
2005
IEEE
The software development process imposes major impacts on the quality of software at every development stage; therefore, a common goal of each software development phase concerns ...
ICNC
2010
Springer
13 years 4 months ago
2010
Springer
—This paper combines artificial neural networks (ANN), fuzzy optimization and time-series econometric models in one unified framework to form a hybrid intelligent early warning...
ICSE
2008
IEEE-ACM
14 years 6 months ago
2008
IEEE-ACM
We present a tool for performance modeling of Service Oriented Architectures (SOAs). As mission-critical use of whole-ofgovernment SOAs become pervasive, the capability to model a...
AAAI
2012
11 years 8 months ago
2012
Many signals of interest are corrupted by faults of an unknown type. We propose an approach that uses Gaussian processes and a general “fault bucket” to capture a priori uncha...
ISSTA
2004
ACM
13 years 11 months ago
2004
ACM
The ability to predict which files in a large software system are most likely to contain the largest numbers of faults in the next release can be a very valuable asset. To accomp...