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Software Development Effort Estimation Techniques: A Survey [PDF]
مجلة التربية والعلم, 2022 Software Effort Estimation (SEE) is used in accurately predicting the effort in terms of (person–hours or person–months). Although there are many models, Software Effort Estimation (SEE) is one of the most difficult tasks for successful software ...
farah alhamdany, laheeb Ibrahim
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Software Development Effort Estimation Using Regression Fuzzy Models. [PDF]
Comput Intell Neurosci, 2019 Software effort estimation plays a critical role in project management. Erroneous results may lead to overestimating or underestimating effort, which can have catastrophic consequences on project resources.
Nassif AB, Azzeh M, Idri A, Abran A.
europepmc +3 more sources
Iraqi Journal for Computer Science and Mathematics, 2021 Modelling of software development effort estimation models have been a hot research topic over the last three decades. Numerous models were proposed in these decades to predict the effort.
zainab rustum
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Extreme Learning Machine Applied to Software Development Effort Estimation
IEEE Access, 2021 The project management process has been used in the area of Software Engineering to support project managers to keep projects under control. One of the essential processes in Software Engineering is to conduct an accurate and reliable estimation of the ...
Halcyon Davys Pereira De Carvalho +2 more
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Toward LLM-aware software effort estimation: a conceptual framework [PDF]
Frontiers in Artificial IntelligenceSoftware effort estimation has traditionally been grounded in the assumption that development cost is primarily driven by human labor, approximated through proxies such as code size, functional complexity, or perceived task difficulty.
Feisal Alaswad +2 more
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Early Size and Effort Estimation of Mobile Application Development [PDF]
EAI Endorsed Transactions on Energy Web, 2022 With the increased complexity in mobile applications, many challenges and issues emerged for the software project management team to develop mobile application effectively and accurately. Effort estimation is one of the most
Ziema Mushtaq +3 more
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Toward Improving the Efficiency of Software Development Effort Estimation via Clustering Analysis
IEEE Access, 2022 Introduction: The precise estimation of software effort is a significant difficulty that project managers encounter during software development. Inaccurate forecasting leads to either overestimating or underestimating software effort, which can be ...
Vo Van Hai +4 more
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Spectral Clustering Effect in Software Development Effort Estimation
Symmetry, 2021 Software development effort estimation is essential for software project planning and management. In this study, we present a spectral clustering algorithm based on symmetric matrixes as an option for data processing. It is expected that constructing an estimation model on more similar data can increase the estimation accuracy.
Petr Silhavy +2 more
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Categorical Variable Segmentation Model for Software Development Effort Estimation
IEEE Access, 2019 This paper proposes a new software development effort estimation model. The new model's design is based on the function point analysis, categorical variable segmentation (CVS), and stepwise regression.
Petr Silhavy +2 more
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3LEE: A 3-Layer Effort Estimator for Software Projects [PDF]
International Journal of Industrial Electronics, Control and Optimization, 2022 Managing software projects due to its intangible nature is full of challenges when predicting the effort needed for development. Accordingly, there exist many studies with the attempt to devise models to estimate efforts necessary in developing software.
Amin Moradbeiky +2 more
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