software quality prediction model
Software Quality Prediction Model Research Based on Object-Oriented Petri Nets
... of software engineering has gone through a very long process, which from basic period, development period, the consideration period to the quality and efficiency ...decades, software development has ...
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Predicting Software Quality by Optimized BP Network Based on PSO
... in software quality prediction at home and abroad. Software quality prediction models are mainly based on the software test report and software metric, which use ...
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A Model for Software Product Quality Prediction
... “Software Quality” is used, we usually think in terms of an excellent software product that fulfills our ...of software quality based on various ...paper quality of ...
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Software Quality Prediction using Fuzzy Rule based System
... certain model structure can be created, and parameters of this structure, such as membership functions and weights of rules, can be tuned using input and output ...
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FCM BPSO: ENERGY EFFICIENT TASK BASED LOAD BALANCING IN CLOUD COMPUTING
... defines Software Quality Prediction System (SQPS) as a system composed of a Classification Algorithm (CA) and a Software Quality Measurement Model ...in software ...
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Data Mining Techniques for Software Quality Prediction in Open Source Software - An Initial Assessment
... Android dataset (on the left) and Elastic Search dataset (on the right). The techniques that have performed the best are Random Forest and Bagging. In conclusion, we have noticed that in 3 cases out of 4 the techniques ...
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Prediction of Software Quality by Object Oriented Metric in Neural Networks
... Design structure is shown in Fig.1. It is believed that information, about mistakes in application, is saved in application analytics. This information helps in application top quality forecast at early ...
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Enhanced Classification Approach for Dynamic Software Quality Prediction
... upon quality, quality may depend on after programming defect ...of model that causes with convincing modules in programming headway process organization ...
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Analogy-Based Software Quality Prediction with Project Feature Weights
... estimating software effort have motivated considerable research in recent years ...Correct prediction of the software quality or maintain a software system is one of the most critical ...
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Basic Prototype Analysis on Quality Prediction Methods to Software Systems
... of software great quality designs to perfectly recognize crucial elements allows for the application of targeted confirmation actions ranging from manual examination to automated official analysis methods ...
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Software Quality and Productivity Enhancement Model
... enhance quality of specification of modules that result to enhance quality of software module ...Hence quality of specification is directly proportional to design of software module to ...
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Software Fault Prediction Model for Embedded Systems: A Novel finding
... Abstract— Software testing plays a vital role in software development especially when the software developed is mission, safety and business critical ...applications. Software testing is the ...
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Literature Review On Software Reliability and Software Quality Prediction
... a software reliability growth model, which relatively early in the testing and debugging phase, provides accurate parameters estimation, gives a very good failure behaviour prediction and enable ...
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Bivariate Linear Regression Analysis of Impact of Faults on OO Software
... 965 | P a g e From the Table 1 and Figure1, it has been observed that the R 2 (adj)-value is maximum (i.e. 0.572) for the combination of metrics RFC& DIT among all the combination of metrics. Also, the R 2 -vlaue for ...
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Predicting Bacterial Levels in Recreational Beach Waters along U.S. Gulf Coast
... where the variables D and M represent, respectively, observed ENT levels (data) and the ENT levels predicted with the Artificial Neural Network (ANN) model developed by the authors (Zhang et al., 2012); P(DM) is ...
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Vol 7, No 12 (2017)
... of software engineering is to create exclusive quality and endurable software with in time and ...milestone quality is a crucial factor. Software quality focuses on three key ...
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Software Maintainability Prediction Using Soft Computing Techniques
... In this paper we have proposed a soft computing technique to automatically predict software maintainability levels i.e. Very Good, Good, Medium, Poor and Very Poor. Firstly, Fuzzy Logic is used here to construct ...
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Software Engineering for Smart Healthcare Applications
... A. Software Engineering for Smart Healthcare Applications Healthcare industry is very dynamic and incorporates technologies into their processes so as to improve the quality of life of patients and ...a ...
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Challenges to Development of Standard Software Quality Model
... McCall’s model [3] is consideration of relationships between quality characteristics and metrics but it measures the quality subjectively in the form of yes/no, 0/1 or range to show presence of ...
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Software Vulnerability Prediction Models Based on Complex Network
... measure software, such as the number of lines of code and the loop complexity of the code execution ...detection model combining three structural ...
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