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Estimating Software Task Effort in Crowds [PDF]

open access: yes2019 IEEE International Conference on Software Maintenance and Evolution (ICSME), 2019
A key task during software maintenance is the refinement and elaboration of emerging software issues, such as feature implementations and bug resolution. It includes the annotation of software tasks with additional information, such as criticality, assignee and estimated cost of resolution.
Alhamed, Mohammed, Storer, Tim
openaire   +2 more sources

Investigating the use of Adaptive Neuro-Fuzzy Inference System in Software Development Effort Estimation

open access: yesIraqi 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
doaj   +1 more source

Estimation of total Effort and Effort Elapsed in Each Step of Software Development Using Optimal Bayesian Belief Network [PDF]

open access: yesJournal 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
doaj   +1 more source

Early Size and Effort Estimation of Mobile Application Development [PDF]

open access: yesEAI 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
doaj   +1 more source

Analogy-based model for software project effort estimation

open access: yesIJAIN (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
doaj   +1 more source

Search Heuristics, Case-Based Reasoning and Software Project Effort Prediction [PDF]

open access: yes, 2002
This paper reports on the use of search techniques to help optimise a case-based reasoning (CBR) system for predicting software project effort. A major problem, common to ML techniques in general, has been dealing with large numbers of case features ...
Hart, J, Shepperd, M J, Kirsopp, C
core   +6 more sources

SEffEst: Effort estimation in software projects using fuzzy logic and neural networks [PDF]

open access: yesInternational Journal of Computational Intelligence Systems, 2012
Academia and practitioners confirm that software project effort prediction is crucial for an accurate software project management. However, software development effort estimation is uncertain by nature.
Israel González-Carrasco   +3 more
doaj   +1 more source

Multi-criteria decision making approach for the selection of software effort estimation model [PDF]

open access: yesManagement Science Letters, 2017
Software development with minimum effort has become a challenging task for the software de-velopers. Software effort may be defined as the prediction process of the effort required to de-velop any software.
Ashu Bansal, Brijesh Kumar, Rakesh Garg
doaj   +1 more source

Estimation of effort in agile software development: Study of the current state in Bogotá

open access: yesIteckne, 2020
Context: Over the years, numerous studies have been developed related to estimating effort in agile software development, which allow us to understand the advances that have been made and the need for their use in companies.
Fernando Prieto Bustamante
doaj   +1 more source

Extreme Learning Machine Applied to Software Development Effort Estimation

open access: yesIEEE 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
doaj   +1 more source

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