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An Artificial Neural Network-Based Model for Effective Software Development Effort Estimation [PDF]

open access: yes, 2023
In project management, effective cost estimation is one of the most crucial activities to efficiently manage resources by predicting the required cost to fulfill a given task.
Kanwal, Sumera   +4 more
core   +1 more source

A systematic review of software development cost estimation studies [PDF]

open access: yes, 2007
This paper aims to provide a basis for the improvement of software estimation research through a systematic review of previous work. The review identifies 304 software cost estimation papers in 76 journals and classifies the papers according to research ...
Shepperd, MJ, Jørgensen, M
core   +1 more source

Effort estimation of FLOSS projects: A study of the Linux kernel [PDF]

open access: yes, 2011
This is the post-print version of the Article. The official published version can be accessed from the link below - Copyright @ 2011 SpringerEmpirical research on Free/Libre/Open Source Software (FLOSS) has shown that developers tend to cluster around ...
Izquierdo-Cortazar, D   +3 more
core   +1 more source

AI-Based Models for Software Effort Estimation

open access: yes2010 36th EUROMICRO Conference on Software Engineering and Advanced Applications, 2010
Decision making under uncertainty is a critical problem in the field of software engineering. Predicting the software quality or the cost/ effort requires high level expertise. AI based predictor models, on the other hand, are useful decision making tools that learn from past projects' data. In this study, we have built an effort estimation model for a
Ekrem Kocaguneli   +2 more
openaire   +3 more sources

Enhanced framework for ensemble effort estimation by using recursive‐based classification

open access: yesIET Software, 2021
Service‐oriented software engineering is a software engineering methodology focussed on the development of software systems. The systematic application of technological and scientific knowledge depends on the methodology, experience, design for obtaining
Azath Hussain   +4 more
doaj   +1 more source

Effect of Data Preprocessing on Software Effort Estimation

open access: yesInternational Journal of Computer Applications, 2013
Software effort estimation requires high accuracy, but accurate estimations are difficult to achieve. Increasingly, data mining is used to improve an organization's software process quality, e. g. the accuracy of effort estimations . There are a large number of different method combination exists for software effort estimation, selecting the most ...
Sumeet Kaur Sehra   +2 more
openaire   +2 more sources

CoBRA without experts: New paradigm for software development effort estimation using COCOMO metrics

open access: yes, 2023
Software development effort estimation (SDEE) is a critical activity in developing software. Accurate effort estimation in the early phases of software design life cycle has important effects on the success of software projects. COCOMO (Constructive Cost
Sami, Ashkan   +5 more
core   +1 more source

Integrating Emotional Requirements in Use-Case Point Model for Effort Estimation of Healthcare System

open access: yesIEEE Access
The software industry was greatly affected by the pandemic. The emotions and human behavior of software developers and users greatly affected the development of software systems.
Shoaib Hassan   +4 more
doaj   +1 more source

A New Approach to Calibrating Functional Complexity Weight in Software Development Effort Estimation

open access: yesComputers, 2022
Function point analysis is a widely used metric in the software industry for development effort estimation. It was proposed in the 1970s, and then standardized by the International Function Point Users Group, as accepted by many organizations worldwide ...
Vo Van Hai   +4 more
doaj   +1 more source

Enhancing Software Effort Estimation in the Analogy-Based Approach Through the Combination of Regression Methods

open access: yesIEEE Access
The success of software projects is closely linked to accurate effort estimation, driving continuous efforts by researchers to refine estimation methods.
Taghi Javdani Gandomani   +3 more
doaj   +1 more source

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