Data-driven effort estimation techniques of agile user stories: a systematic literature review
At an early stage in the development process, a development team must obtain insight into
the software being developed to establish a reliable plan. Thus, the team members should …
the software being developed to establish a reliable plan. Thus, the team members should …
A Systematic Literature Review on Reasons and Approaches for Accurate Effort Estimations in Agile
J Pasuksmit, P Thongtanunam… - ACM Computing …, 2024 - dl.acm.org
Background: Accurate effort estimation is crucial for planning in Agile iterative development.
Agile estimation generally relies on consensus-based methods like planning poker, which …
Agile estimation generally relies on consensus-based methods like planning poker, which …
Estimation of cost and development effort in Scrum-based software projects considering dimensional success factors
Effort and cost estimation is essential processes during software development. For agile
methodologies as well, several approaches have been proposed so far to estimate the …
methodologies as well, several approaches have been proposed so far to estimate the …
Effort and Cost Estimation Using Decision Tree Techniques and Story Points in Agile Software Development
E Rodríguez Sánchez, EF Vázquez Santacruz… - Mathematics, 2023 - mdpi.com
Early effort estimation is important for efficiently planning the use of resources in an
Information Technology (IT) project. However, limited research has been conducted on the …
Information Technology (IT) project. However, limited research has been conducted on the …
Comparing multiple linear regression, deep learning and multiple perceptron for functional points estimation
This study compares the performance of Pytorch-based Deep Learning, Multiple Perceptron
Neural Networks with Multiple Linear Regression in terms of software effort estimations …
Neural Networks with Multiple Linear Regression in terms of software effort estimations …
Prediction of software effort by using non-linear power regression for heterogeneous projects based on use case points and lines of code
A Sharma, N Chaudhary - Procedia Computer Science, 2023 - Elsevier
Software cost estimation is necessary for all software organizations for contract negotiation.
Numerous researchers have worked over the last four decades to provide estimation …
Numerous researchers have worked over the last four decades to provide estimation …
Comparative study of linear regression and SIR models of COVID-19 propagation in Ukraine before vaccination
The global COVID-19 pandemic began in December 2019 and spread rapidly around the
world. Worldwide, more than 230 million people fell ill, 4.75 million cases were fatal. In …
world. Worldwide, more than 230 million people fell ill, 4.75 million cases were fatal. In …
A hybrid model for improving software cost estimation in global software development
Accurate software cost estimation in Global Software Development (GSD) remains
challenging due to reliance on historical data and expert judgments. Traditional models …
challenging due to reliance on historical data and expert judgments. Traditional models …
A Review of Effort Estimation in Agile Software Development using Machine Learning Techniques
Nowadays organizations are heading towards the agile software development instead of
traditional development models due to the flexibility and acceptance of change in the agile …
traditional development models due to the flexibility and acceptance of change in the agile …
The combined model for software development effort estimation using polynomial regression for heterogeneous projects
A Sharma, N Chaudhary - Radioelectronic and computer systems, 2022 - nti.khai.edu
Subject matter: Estimating the software work is a crucial job of persons participating in
software project management. The difficulty in predicting effort is compounded by the fact …
software project management. The difficulty in predicting effort is compounded by the fact …