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 …

A Review of Effort Estimation in Agile Software Development using Machine Learning Techniques

S Kumar, M Arora, S Chopra - 2022 4th International …, 2022 - ieeexplore.ieee.org
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 …

Identification of methods, approaches, and factors in effort estimation for DevOps projects: a systematic literature mapping

BDV Robles, ILA Lara, RS Salgado… - 2023 Mexican …, 2023 - ieeexplore.ieee.org
Effort estimation (scope-cost-time) plays a significant role in software project management.
Reducing the chances of software project failures has been a challenge faced by the …

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 …

Forecasting the software engineering model's effort estimation using constructive cost estimation models

MN Alatawi - Iran Journal of Computer Science, 2024 - Springer
Abstract Machine learning models are increasingly being developed to solve various
problems in academic and corporate settings. However, data scientists encounter multiple …

Research on Structured Extraction Method for Function Points Based on Event Extraction

D Han, X Gu, C Zheng, G Li - Electronics, 2022 - mdpi.com
Software size is a significant input for software cost estimation, and the implementation of
software size estimation dramatically affects the results and efficiency of cost estimation …

Correlation of Traditional Technique and ML-Based Technique for Efficient Effort Estimation: In Agile Frameworks

N Sunda, RR Sinha - International Conference on Universal Threats in …, 2024 - Springer
Successful planning and monitoring of a project can be achieved from an accurate effort
estimation during the initial phase of every sprint in Agile (Scrum). Project complexity, project …

Multi-objective software project cost estimation using recent machine learning approaches

D Derya, OB Derya, T Dökeroğlu - 2023 - dergipark.org.tr
Yazılım projeleri, çeşitli sektörlerdeki şirketlerin günlük operasyonlarında dahi günden güne
stratejik önem kazanmaktadır. Artan ihtiyaçla birçok şirket gerek kendi bünyesinde, gerekse …

The Problem of Developing Automated Project Estimation Methods in Software Engineering

LA Kutsenok, YA Korablev - 2024 Conference of Young …, 2024 - ieeexplore.ieee.org
The development of automated project estimation methods in software engineering is a
pressing challenge with far-reaching implications for the industry. Accurate project …

Los Algoritmos, métricas y validación en la estimación del esfuerzo y su impacto en la gestión de proyectos DevOps un mapeo sistemático de la literatura

I Alvarado, NAC Sánchez, BDV Robles… - ReCIBE, Revista …, 2023 - recibe.cucei.udg.mx
En proyectos de desarrollo de software, la estimación del esfuerzo desempeña un papel
crítico en eléxito o fracaso de éstos, ya que está intrínsecamente ligada al alcance, el costo …