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An Empirical Analysis on Software Development Efforts Estimation in Machine Learning Perspective
Advances in Distributed Computing and Artificial Intelligence Journal, 2021 The prediction of effort estimation is a vital factor in the success of any software development project. The available of expert systems for the software effort estimation supports in minimization of effort and cost for every software project at same ...
Zulfiqar Ali +2 more
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Causal-Effect Analysis using Bayesian LiNGAM Comparing with Correlation Analysis in Function Point Metrics and Effort [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2018 Software effort estimation is a critical task for successful software development, which is necessary for appropriately managing software task assignment and schedule and consequently producing high quality software.
Masanari Kondo +2 more
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Improving Software Effort Estimation Models Using Grey Wolf Optimization Algorithm
IEEE Access, 2023 One of the Software Development Life Cycle phases is planning the software project. Estimating the software effort is another task in this project planning phase.
Nada Mohammed Alsheikh +1 more
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Multi-objective software effort estimation [PDF]
Proceedings of the 38th International Conference on Software Engineering, 2016 We introduce a bi-objective effort estimation algorithm that combines Confidence Interval Analysis and assessment of Mean Absolute Error. We evaluate our proposed algorithm on three different alternative formulations, baseline comparators and current state-of-the-art effort estimators applied to five real-world datasets from the PROMISE repository ...
Federica Sarro +2 more
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Web-Based Parametric Effort Estimation for Mobile Application Development
Proceedings, 2022 Estimation methods are continuously being adapted to obtain better and clearer estimations needed to achieve development goals. Some estimation methods were invented before the modern mobile application technology that is currently available. Thus, these
Nur Ida Aniza Rusli +3 more
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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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Estimation of total Effort and Effort Elapsed in Each Step of Software Development Using Optimal Bayesian Belief Network [PDF]
Journal of Information Technology Management, 2017 Accuracy in estimating the needed effort for software development caused software effort estimation to be a challenging issue. Beside estimation of total effort, determining the effort elapsed in each software development step is very important because ...
Fatemeh Zare Baghiabad +3 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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Analogy-based model for software project effort estimation
IJAIN (International Journal of Advances in Intelligent Informatics), 2018 Accurate effort estimation of software development plays an important role to predict how much effort should be prepared during the works of a software project so that it can be completed on time and budget. Some sectors, e.g.
Ardiansyah Ardiansyah +2 more
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Simple empirical software effort estimation model
Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2014 Context: An effort estimation model with more than 20 parameters is not very useful at early conceptual phase if you don't have a logical approach for specifying the input values.Goal: This paper presents a simple approach for predicting software development effort.Method: The regression model uses product size and application types to predict effort ...
Rosa, Wilson +3 more
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