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» Predicting change impact from logical models
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ENTCS
2010
123views more  ENTCS 2010»
13 years 7 months ago
Combining Architecture-based Software Reliability Predictions with Financial Impact Calculations
Software failures can lead to substantial costs for the user. Existing models for software reliability prediction do not provide much insight into this financial impact. Our appro...
Franz Brosch, Ralf Gitzel, Heiko Koziolek, Simone ...
WCRE
2008
IEEE
14 years 1 months ago
A Bayesian Network Based Approach for Change Coupling Prediction
Source code coupling and change history are two important data sources for change coupling analysis. The popularity of public open source projects in recent years makes both sourc...
Yu Zhou, Michael Würsch, Emanuel Giger, Haral...
EUROCOLT
1999
Springer
13 years 11 months ago
Mind Change Complexity of Learning Logic Programs
The present paper motivates the study of mind change complexity for learning minimal models of length-bounded logic programs. It establishes ordinal mind change complexity bounds ...
Sanjay Jain, Arun Sharma
ICDM
2008
IEEE
120views Data Mining» more  ICDM 2008»
14 years 1 months ago
Predicting Future Decision Trees from Evolving Data
Recognizing and analyzing change is an important human virtue because it enables us to anticipate future scenarios and thus allows us to act pro-actively. One approach to understa...
Mirko Böttcher, Martin Spott, Rudolf Kruse
ENGL
2007
100views more  ENGL 2007»
13 years 7 months ago
Utilizing Computational Intelligence to Assist in Software Release Decision
—Defect tracking using computational intelligence methods is used to predict software readiness in this study. By comparing predicted number of faults and number of faults discov...
Tong-Seng Quah, Mie Mie Thet Thwin