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Support vector regression‐based imputation in analogy‐based software development effort estimation
J. Softw. Evol. Process., 2018Missing data (MD) is a widespread problem that can affect the ability to use data to construct effective software development effort estimation (SDEE) techniques.
A. Idri, Ibtissam Abnane, A. Abran
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Effort estimation in agile software development
Proceedings of the 19th International Conference on Evaluation and Assessment in Software Engineering, 2015Context: There are numerous studies on effort estimation in Agile Software Development (ASD) and the state of the art in this area has been recently documented in a Systematic Literature Review (SLR). However, to date there are no studies on the state of the practice in this area, focusing on similar issues to those investigated in the above-mentioned ...
Muhammad Usman 0002 +2 more
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Estimating software development effort using Bayesian networks
2015 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2015Software development effort estimation is fundamental part of software project management. It is the process used to predict the most probable effort required to perform specific work. Based on forecasted effort it is possible to determine costs and allocate required resources. The effort estimation inherently includes various factors and therefore the
Hrvoje Karna, Sven Gotovac
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Analysis and Comparison of Neural Network Models for Software Development Effort Estimation
J. Cases Inf. Technol., 2019Prediction of software development is the key task for the effective management of any software industry. The accuracy and reliability of the prediction mechanisms used for the estimation of software development effort is also important.
Kamlesh Dutta +2 more
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Estimating Development Effort for Software Architectural Tactics
2016The increased awareness of the quality requirements as a key to software project and product success makes explicit the need to include them in any software project effort estimation activity. However, the existing approaches to defining size-based effort relationships still pay insufficient attention to this need. Furthermore, existing functional size
Mohamad Kassab, Giuseppe Destefanis
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Effort estimation by characterizing developer activity
Proceedings of the 2006 international workshop on Economics driven software engineering research, 2006During the latest years libre (free, open source) software has gained a lot of attention from the industry. Following this interest, the research community is also studying it. For instance, many teams are performing quantitative analysis on the large quantity of data which is publicly available from the development repositories maintained by libre ...
Juan Jose Amor +2 more
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International Journal of System Assurance Engineering and Management, 2022
Anupama Kaushik +2 more
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Anupama Kaushik +2 more
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Evaluating filter fuzzy analogy homogenous ensembles for software development effort estimation
J. Softw. Evol. Process., 2018Researchers have developed and evaluated many techniques to deliver accurate estimates of the effort required to complete a new software program. Among these, analogy has emerged as a very promising technique, in particular the fuzzy analogy estimation ...
Mohamed Hosni, A. Idri, A. Abran
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Neural network models for software development effort estimation: a comparative study
Neural computing & applications (Print), 2015Software development effort estimation (SDEE) is one of the main tasks in software project management. It is crucial for a project manager to efficiently predict the effort or cost of a software project in a bidding process, since overestimation will ...
Ali Bou Nassif +3 more
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The Impact of Irrelevant Information on Estimates of Software Development Effort
2007 Australian Software Engineering Conference (ASWEC'07), 2007Software professionals typically estimate software development effort based on a requirement specification. Parts of this specification frequently contain information that is irrelevant to the estimation of the actual effort involved in the development of software.
Stein Grimstad, Magne Jørgensen
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