عنوان

Software Defect and Operational Profile Modeling

1461555930

9781461555933

b548568

Software Defect and Operational Profile Modeling

[Book]

by Kai-Yuan Cai.

Boston, MA

Springer US

1998

(xix, 268 pages)

Kluwer international series in software engineering, 4.

1 Introduction --;1.1 Software Engineering --;1.2 Software Reliability Engineering --;1.3 Software Defect Estimations --;1.4 Summary --;1.5 Remarks and Problems --;References --;2 Empirical Regression Methods --;2.1 Software Defect Factors and Distributions --;2.2 Software Defect Distributions by Rank --;2.3 Linear Regression Models --;2.4 Haistead Model --;2.5 Miscellaneous --;2.6 Summary --;2.7 Remarks and Problems --;References --;3 Dynamic Methods --;3.1 Jelinski-Moranda Model and the Like --;3.2 NHPP Models --;3.3 Use of Discrete-Time Data --;3.4 Notes on Time Bases --;3.5 Summary --;3.6 Remarks and Problems --;References --;4 Capture-Recapture Methods --;4.1 Software Defect Seeding --;4.2 Basic Models --;4.3 BasinModels --;4.4 AUrnModel --;4.5 Summary --;4.6 Remarks and Problems --;References --;5 Decomposition Methods --;5.1 Model Formulation --;5.2 Case Study --;5.3 Summary --;5.4 Remarks and Problems --;References --;6 Neural Network Methods --;6.1 Neural Networks --;6.2 Software Defect Predictions --;6.3 Summary --;6.4 Remarks and Problems --;References --;7 Software Defect Estimations Under Imperfect Debugging --;7.1 Imperfect Debugging --;7.2 Goel-Okumoto 1DM Model --;7.3 Goel-Okumoto NHPP Model under Imperfect Debugging --;7.4 Death-Birth Model --;7.5 Phase-Directed Models --;7.6 Software Failure Behavior versus Software Defect Behavior --;7.7 A Static Model --;7.8 Summary --;7.9 Remarks and Problems --;References --;8 Software Operational Profile Modeling --;8.1 Software Operational Profiles --;8.2 Model I --;8.3 Model II --;8.4 Model III --;8.5 Model IV --;8.6 ModelV --;8.7 Summary --;8.8 Remarks and Problems --;References --;9 Modeling of Probably Zero-Defect Software --;9.1 Probability of Being Failure-Free versus Probability of Being Defect-Free --;9.2 Classic Interval Estimations --;9.3 Bayesian Point Estimations --;9.4 Incorporating Software Operational Profile --;9.5 Quantifying Software Correctness --;9.6 Summary --;9.7 Remarks and Problems --;References.

also in: THE KLUWER INTERNATIONAL SERIES ON ASIAN STUDIES IN COMPUTER AND INFORMATION SCIENCE, Volume 1

Artificial intelligence.

Computer science.

Software engineering.

by Kai-Yuan Cai.

Kai-Yuan Cai

[Book]

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