A Systematic Review of AI-Enabled Frameworks in Requirements Elicitation

V Siddeshwar, S Alwidian, M Makrehchi - IEEE Access, 2024 - ieeexplore.ieee.org
Employing Artificial Intelligence techniques to address challenges in requirements elicitation
is gaining traction. Although nine systematic literature reviews have been published on AI …

A Review on Classifying and Prioritizing User Review-Based Software Requirements

A Salleh, MY Said, MH Osman - JOIV: International Journal on Informatics …, 2024 - joiv.org
User reviews are a valuable source of feedback for software developers, as they contain
user requirements, opinions, and expectations regarding app usage, including dislikes …

A systematic mapping to investigate the application of machine learning techniques in requirement engineering activities

S Hassan, Q Li, K Aurangzeb, A Yasin… - CAAI Transactions …, 2024 - Wiley Online Library
Over the past few years, the application and usage of Machine Learning (ML) techniques
have increased exponentially due to continuously increasing the size of data and computing …

Feature Subset Selection for High-Dimensional, Low Sampling Size Data Classification Using Ensemble Feature Selection With a Wrapper-Based Search

AK Mandal, M Nadim, H Saha, T Sultana… - IEEE …, 2024 - ieeexplore.ieee.org
The identification of suitable feature subsets from High-Dimensional Low-Sample-Size
(HDLSS) data is of paramount importance because this dataset often contains numerous …

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis

MA Uddin, S Aryal, MR Bouadjenek… - arXiv preprint arXiv …, 2024 - arxiv.org
With the increased use of network technologies like Internet of Things (IoT) in many real-
world applications, new types of cyberattacks have been emerging. To safeguard critical …

Enhancing Software Requirements Classification with Semisupervised GAN‐BERT Technique

G Airlangga - Journal of Electrical and Computer Engineering, 2024 - Wiley Online Library
The field of automatic detection of quality attributes from software requirements' text stands
as one of the most pioneering realms within software requirements research. Such …

Improving Requirements Classification with SMOTE-Tomek Preprocessing

B Or - arXiv preprint arXiv:2501.06491, 2025 - arxiv.org
This study emphasizes the domain of requirements engineering by applying the SMOTE-
Tomek preprocessing technique, combined with stratified K-fold cross-validation, to address …

Dealing with Data for RE: Mitigating Challenges using NLP and Generative AI

S Ghaisas, A Singhal - arXiv preprint arXiv:2402.16977, 2024 - arxiv.org
Across the dynamic business landscape today, enterprises face an ever-increasing range of
challenges. These include the constantly evolving regulatory environment, the growing …

[PDF][PDF] Promise+: expandindo a base de dados de requisitos de software Promise exp

B Silva, R Nascimento, L Rivero, G Braz… - Anais do XXXVIII …, 2024 - researchgate.net
ABSTRACT A classificação de requisitos de software é um dos processos da etapa de
análise de requisitos, sendo fundamental para a compreensão do software a ser criado …

[PDF][PDF] Synergistic Metamorphosis: Unleashing the Power of Big Data and AI to Propel the Financial Industry into the Digital Age

S Kayode, S Paris - 2024 - researchgate.net
In the ever-evolving landscape of the digital age, the financial industry stands at the
precipice of a transformative journey, propelled by the convergence of two groundbreaking …