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A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
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      Computer ScienceSoftware EngineeringMachine LearningEvolutionary Computation
Software fault prediction is the process of identifying the faulty modules that helps to reduce the complexity of the test phase. The selection of proper features from the source code is the most important step in this process. These... more
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      Clustering and Classification MethodsFeature SelectionSoftware QualitySoftware Metrics
In software development life cycle, the most important activity is software maintenance, in order to get a reliable and quality product. Huge amount of time, cost and effort is involved in it. Maintenance of software encompasses various... more
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      Software MaintenanceSoftware ReliabilitySoftware Reliability and manintainabilitySoftware Fault Prediction
– Software reliability is frequently estimated as per occurrence of failure and its recurrence, or as far as framework accessibility. Software is often categorized as system software (such as operating system, or program that assists... more
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      Data MiningSoftware Fault PredictionSoftware Failure
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
    • by 
    •   20  
      Computer ScienceSoftware EngineeringMachine LearningEvolutionary Computation
Context: Software metrics may be used in fault prediction models to improve software quality by predicting fault location.
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    •   4  
      Software EngineeringSystematic Literature ReviewSoftware MetricsSoftware Fault Prediction
Context: Software metrics may be used in fault prediction models to improve software quality by predicting fault location. Objective: This paper aims to identify software metrics and to assess their applicability in software fault... more
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      Information SystemsComputer ScienceSoftware EngineeringComputer Software
Software fault prediction plays a vital role in software quality assurance. Identifying the faulty modules helps to better concentrate on those modules and helps improve the quality of the software. With increasing complexity of software... more
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    •   5  
      Software Quality EngineeringFeature SelectionFilterSoftware Fault Tolerance
Software fault prediction is the salient factor for any software project because of the development of IT, the size of the software is increasing day by day and it becomes very difficult to test each module manually. So we need an... more
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      MetricsEnsembleSoftware Fault Prediction
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      Software MetricsSoftware Fault Prediction
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      Quality AssuranceFaultsSoftware Fault Prediction
Software fault prediction plays a vital role in software quality assurance. Identifying the faulty modules helps to better concentrate on those modules and helps improve the quality of the software. With increasing complexity of software... more
    • by 
    •   5  
      Machine LearningData MiningFeature SelectionFilter
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
    • by 
    •   20  
      Computer ScienceSoftware EngineeringMachine LearningEvolutionary Computation
This paper presents a fault prediction model using reliability relevant software metrics and fuzzy inference system. For this a new approach is discussed to develop fuzzy profile of software metrics which are more relevant for software... more
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      Project ManagementSoftware Fault PredictionFuzzy Inference Systems (FIS
Software maintainers use the traces of field failures to understand and diagnose faulty functions that cause the system to fail. Despite their usefulness, traces from the field can be quite overwhelming, especially for software systems... more
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      Software EngineeringSoftware MaintenanceMachine LearningData Mining
This paper describes an experimental microprocessor-based tool, SAS (Software Analysis System), which has been developed to enable dynamic program structure acquisition and analysis to be made on digital computing machines. The system... more
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    •   36  
      Software EngineeringFormal Methods (Formal Verification)Computer EngineeringSoftware Maintenance
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
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    •   17  
      Software EngineeringMachine LearningEvolutionary ComputationSoftware Testing
Context: Software metrics may be used in fault prediction models to improve software quality by predicting fault location.
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    •   8  
      Information SystemsComputer ScienceSoftware EngineeringComputer Software
This paper discusses a fault prediction model with specific focus on process level software metrics during software development. The model helps software development team to optimally allocate resources and achieve more reliable software... more
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      Software MetricsSoftware Fault Prediction