Software Risk Prediction at Requirement and Design Phase: An Ensemble Machine Learning Approach

Y Assefa, E Alemneh, S Nibret… - … on Information and …, 2023 - ieeexplore.ieee.org
Software development is a highly structured process that involves the creation and
maintenance of a particular system, ranging from simple applications to complex enterprise …

Empirical assessment of machine learning techniques for software requirements risk prediction

R Naseem, Z Shaukat, M Irfan, MA Shah, A Ahmad… - Electronics, 2021 - mdpi.com
Software risk prediction is the most sensitive and crucial activity of Software Development
Life Cycle (SDLC). It may lead to the success or failure of a project. The risk should be …

[PDF][PDF] A predictive risk model for software projects' requirement gathering phase

BO Akumba, SU Otor, I Agaji… - International Journal of …, 2020 - researchgate.net
The initial stage of the software development lifecycle is the requirement gathering and
analysis phase. Predicting risk at this phase is very crucial because cost and efforts can be …

Software Risk Prediction Through the Use of Machine Learning

RT Mahmood, IA Saleh - International Research Journal of …, 2023 - search.proquest.com
Software engineering and data science require strong programming skills. Software
engineering focuses more on construction, functionality, and features, while software risk …

[PDF][PDF] Review On Software Risk Assessment Methodology Towards Software Industry: A Review

SK Devi, D Ramalingam, S Loganathan - ICAIEA 2022, 2022 - researchgate.net
Software risk management plays an important role in successful software project
management. In fact, all phases of software the development life cycle (SDLC) is hardware …

FEPP: Advancing Software Risk Prediction in Requirements Engineering Through Innovative Rule Extraction and Multi-Class Integration

M Binsawad, B Khan - IEEE Access, 2024 - ieeexplore.ieee.org
The increasing complexity of software projects makes it difficult to predict risks in software
requirements, which is a crucial and essential part of the Software Development Life Cycle …

[PDF][PDF] Risk Prediction Applied to Global Software Development using Machine Learning Methods

H Hassan, MA Abdel-Fattah… - International Journal of …, 2022 - researchgate.net
Software companies aim to develop high-quality software projects with the best global
resources at the best cost. To achieve this global software development (GSD), an approach …

[PDF][PDF] Enhanced Software Risk Assessment and Prediction Using Machine Learning

Y Kuma - 2021 - ir.bdu.edu.et
Risk is a destructive and serious problem that may happen in the future of the software
project. The definition of risk is an indicated negative thing. However, in software project …

Software risk prediction: systematic literature review on machine learning techniques

MH Mahmud, MTH Nayan, DMNA Ashir, MA Kabir - Applied Sciences, 2022 - mdpi.com
The Software Development Life Cycle (SDLC) includes the phases used to develop
software. During the phases of the SDLC, unexpected risks might arise due to a lack of …

Prediction of Risk Percentage in Software Projects by Training Machine Learning Classifiers

P Gouthaman, S Sankaranarayanan - Computers & Electrical Engineering, 2021 - Elsevier
Recently, software project failures have been increasing due to lack of planning and budget
constraints. In this regard, identifying the suitable software model with the consideration of …