software defect estimation
The ISBSG Software Project Repository: An Analysis from Six Sigma Measurement Perspective for Software Defect Estimation
... International Software Benchmarking Standards Group (ISBSG) provides to researchers and practitioners a repository of software projects’ data that has been used to date mostly for benchmarking and project ...
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Software defect prediction using enhanced relevance vector machine
... in software defect prediction [7, ...predict defect-prone ...a defect- count prediction model by taking into account of certain number of process measures along with structural ...for ...
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SOFTWARE DEFECT PREDICTION USING REGRESSION STRATEGY
... probabilistically. Software defect estimation is one of these problems: we are not sure of the factors that affect directly the existence of faults and we expect a support from statistical methods to ...
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Contextualization of Defect Management in Data Integration
... Terefore defect detection and prevention are two stages of defect management which helps in improving the quality of ...in software engineering and database ...of defect detection and ...
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Comparative Classifiers for Software Quality Assessment
... large software system consumed resources and time. Software development managers often experience problems of allocating sufficient time and resources for software testing and quality assurance ...a ...
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An Effectual Estimation of Software Defect (EESD)
... In this paper, the focus is on estimated number of defects in a software product. Availability of this estimate allows a test manager to improve planning, monitoring, and controlling activities to provide more ...
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A Novel Feature Subset Selection Algorithm for Software Defect Prediction
... Some of the product metrics that are included in the data set are, Halstead Content, Halstead Difficulty, Halstead Effort, Halstead Error Estimate, Halstead Length, Halstead Level, Halstead Programming Time and Halstead ...
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Characterizing and Diagnosing Architectural Degeneration of Software Systems from Defect Perspective
... where defect-prone components are identified based on the Pareto-shaped defect distri- bution: 25% (1998) or 20% (Boehm and Basili, 2001; Li et ...These defect-prone components that also contain the ...
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STUDIES ON IMPROVING TEXTURE SEGMENTATION PERFORMANCE USING GENERALIZED GAUSSIAN MIXTURE MODEL INTEGRATING DCT AND LBP
... Discovering the appropriate algorithm for the modeling of software elements to various stages of error severity is a crucial task [4].A model grounded in the Biological Neural Network, is the Artificial Neural ...
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Comparative Analysis of Software Defect Prediction Techniques
... same software project and anticipated shortcomings in its upcoming multiplayer ...“Within-Project Defect Prediction ...”Cross-Project Defect Prediction (CPDP)” was introduced by He ...on ...
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Software Defect Prediction using Adaptive Neural Networks
... traditional software development techniques might face difficulties in satisfying these ...real-time software systems may need to dynamically adapt themselves based on the runtime mission-specific ...
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Optimized Support Vector Machine for Software Defect Prediction
... prevents software from behaving as intended is a software ...quality software product with zero defects. High-risk components in a software project must be caught early to enhance ...
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A Framework for Software Defect Prediction Using Neural Networks
... the software development life cycle (SDLC), early prediction of defects has always been, though highly desirable yet, a challenging task for the project ...reliable software is a daunting task in the ...
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Software Defect Prediction Tool based on Neural Network
... To find the detection of software defects, the design of polynomial function-based neural network predictor is used. Polynomial function-based neural networks (pf-NNs) can be divided into two categories are linear ...
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Software reliability improvement with quality metric and defect tracking
... of software system. Reliable software is able to achieve the better performance and allows software to work properly in a specified ...the software in order to make it hundred percent ...
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Software Testing Optimization by Advanced Quantitative Defect Management
... of software defects constitutes the basis of the software testing process a fact which inevitably places increased emphasis on defect related software ...of software development, ...
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Software Defect Prediction Using Linear Svm
... The software for a particular business is designed by considering the hardware and operating ...develop software. The designing process of software is very ...the software during run time ...
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Machine learning Methods for Software Defect Prediction a Revisit
... give defect free software to the People, to meet the ...a defect free software to the customers, due to that we must deliver quality type of ...of software based-testing the unpredicted ...
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A Review on Software Defect Prediction
... of defect associations and defect correction effort based on association rule mining ...both defect association prediction and defect correction effort ...the software defect ...
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Detection of software faults
... Some software faults are really faults in the ...The software design may not implement the software requirements ...the software developers of this material change in the hardware ...The ...
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