[PDF][PDF] Comparing machine learning techniques for software requirements risk prediction

YP Vera, ÁF Del Carpio - Indonesian Journal of Electrical …, 2024 - researchgate.net
Software requirements are the most critical phase focused on documenting, eliciting, and
maintaining the stakeholders' requirements. Risk identification and analysis are preemptive …

[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 …

ML-Based Model for Risk Prediction in Software Requirements

MSG Qureshi, B Khan, M Arshad - International Journal of …, 2022 - igi-global.com
Software risk prediction is the most sensitive and crucial activity of the SDLC. It may lead to
the success or failure of the project. The requirement gathering stage is the most important …

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 …

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] Abmj: An ensemble model for risk prediction in software requirements

MM Otoom - Ijcsns, 2022 - researchgate.net
Due to the rising complexity of software projects, it is quite difficult to predict the risk in
software requirements which is the most profound and essential activity in SDLC. It may lead …

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 …

Analysis of Tree-Family Machine Learning Techniques for Risk Prediction in Software Requirements

B Khan, R Naseem, I Alam, I Khan, H Alasmary… - IEEE …, 2022 - ieeexplore.ieee.org
Risk prediction is the most sensitive and critical activity in the Software Development Life
Cycle (SDLC). It might determine whether the project succeeds or fails. To increase the …

A Systematic Review of Risk Management Tools and Techniques in Software Projects

F Luthfiansyah, A Prasetyo… - Indonesian Journal of …, 2024 - ijcs.stmikindonesia.ac.id
The crafting of software is a continual procedure, and the success of each step of that
process is contingent on effective management. Despite this, numerous organizations need …

Software Risk Analysis with the use of Classification Techniques: A Review

MNA Khan, AM Mirza, I Saleem - Engineering, Technology & Applied …, 2020 - etasr.com
Risk analysis and management is a critical aspect of the software development process.
Various risks are associated with every phase of the software development lifecycle. The …