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 …

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 …

[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 …

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 …

An integrated approach using IF-TOPSIS, fuzzy DEMATEL, and enhanced CSA optimized ANFIS for software risk prediction

K Suresh, R Dillibabu - Knowledge and Information Systems, 2021 - Springer
Successful project is determined based on its effective performance and prioritization of all
unavoidable software project risks. In this paper, the risk evaluation in software projects is …

A dataset for software requirements risk prediction

ZS Shaukat, R Naseem, M Zubair - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The risk prediction in the software development is mandatory for it to be recognized,
categorized and prioritized earlier for the success of the project. The requirement gathering …

Software requirement risk prediction using enhanced fuzzy induction models

H Mamman, AO Balogun, S Basri, LF Capretz… - Electronics, 2023 - mdpi.com
The development of most modern software systems is accompanied by a significant level of
uncertainty, which can be attributed to the unanticipated activities that may occur throughout …

An efficient Bayesian network model (BNM) for software risk prediction in design phase development

T Khan, M Faisal - International Journal of Information Technology, 2023 - Springer
The primary purpose of a software risk assessment is to predict risks and vulnerabilities that
may exist in each phase of the software development life cycle (SDLC). Risk factors have a …

Classification of risk in software development projects using support vector machine

M Zavvar, A Yavari, SM Mirhassannia… - Journal of …, 2017 - jtec.utem.edu.my
Traditionally, the lack of confidence in the system life cycle is expressed using the concept of
risk. Nowadays, software development projects face various risks. However, the estimation …