Exploring machine learning approaches for biohydrogen production through dark fermentation in wastewater by Ibrahim Shomope (22928773)

“…While ML-driven optimization has significantly improved hydrogen yields, further research is required to refine models, expand datasets, and improve scalability for industrial applications.…”

Explainable phishing website detection for secure and sustainable cyber infrastructure by Tanzila Kehkashan (20748842)

“…Compared to all the models that were tested, this random forest model indicates 97% accuracy. The proposed system offers an overall and interpretable solution for phishing detection that contributes to a safer digital environment.…”

Pathways to learning: exploring the impact of augmented reality on vocabulary development in children with autism spectrum disorder by Mariam Bahameish (19255789)

“…Other participants showed more moderate improvements or minimal changes. Response time data indicated minimal differences, except for one participant who demonstrated remarkably faster response time post-intervention. …”

Developing an Adaptive Neuro-Fuzzy Inference System for Performance Evaluation of Pavement Construction Projects by Okan Sirin (14603304)

“…The study confirms the significance of three primary CSFs (financial, bureaucratic, and governmental) and communication-related variables through a qualitative structural and behavioral validation process, specifically k-fold cross-validation. …”

OutPyR: Bayesian inference for RNA-Seq outlier detection by Edin Salkovic (16891479)

“…<p dir="ltr">High-throughput RNA sequencing technologies (RNA-Seq) have recently started being used as a tool for helping diagnose rare genetic disorders, as they can indicate abnormal gene expression counts — a telltale sign of genetic pathology. …”

Online Learning and Teaching during the COVID-19 Pandemic in Higher Education in Qatar by Noof M. AlQashouti (19198003)

“…<p dir="ltr">The COVID-19 pandemic instigated a sudden upheaval in the realm of education, significantly impacting students and educators across the globe. …”

Impact of ICT on Business Continuity and Sustainable Performance: Mediating role of Digital Transformation Culture by Mikhael, Michael

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How do gender and age similarities with a potential social engineer influence one’s trust and willingness to take security risks? by Israa Abuelezz (17541834)

“…Arab sample did not indicate a significant gender preference in aged personas; however, the British early adulthood group displayed a significant inclination towards accepting the offer from aged female personas over aged male personas. …”

SRP: An Efficient Runtime Protection Framework for Blockchain-based Smart Contracts by Isra M. Ali (17869355)

“…Our empirical and experimental results indicate the feasibility and efficiency of our approach, where SRP outperforms the onchain-only mechanism in terms of service time and throughput, for increasing workloads.…”

Disruptive technology and audit risks: Evidence from FTSE 100 companies by Marwa Elnahass (20074635)

“…A sample of FTSE 100 and their corresponding audit firms—specifically, the ‘Big 4’—are selected for the period 2015 to 2020. Our findings indicate that the utilisation of disruptive technology results in a significant reduction in audit risk for both companies and audit firms. …”

Fixed set search applied to the multi-objective minimum weighted vertex cover problem by Raka Jovanovic (17947838)

“…The conducted computational experiments show that the proposed FSS and GRASP algorithm significantly outperforms existing methods for the bi-objective MWVCP. …”

Site-Adaptation of Modeled Solar Radiation Data: The SiteAdapt Procedure by Carlos M. Fernández-Peruchena (18558904)

“…It was tested at nine sites in a wide range of latitudes and climates, resulting in significant improvements of statistical indicators of dispersion, distribution similarity and overall performance: relative bias is reduced on average from −1.8% and −2.3% to 0.1% and 0.3% for GHI and DNI, respectively; relative root mean square deviation is reduced on average from 17.9% and 34.9% to 14.6% and 29.8% for GHI and DNI, respectively; the distribution similarity is also improved after the site-adaptation (KSI is 3.5 and 3.9 times lower for GHI and DNI at hourly scale, respectively). …”

Digital Dependency and Security Risk: Investigating the Connections Between Fear of Missing Out, Problematic Social Media Use, and Vulnerability Perceptions by Tourjana Islam Supti (22466692)

“…The results reveal significant associations between FoMO, PSMU, and perceptions of vulnerability, with notable cultural differences. …”

Cybersecurity Transparency and Firm Success: Insights From the Australian Landscape by Hamzeh Al Amosh (15944827)

“…The findings underscore the significance and reach of cybersecurity disclosure, affirming that meeting stakeholder expectations through the divulgence of cybersecurity information yields financial advantages and increases company performance. …”

Estimating hydrogen absorption energy on different metal hydrides using Gaussian process regression approach by Majedeh Gheytanzadeh (17541927)

“…<p dir="ltr">Hydrogen is a promising alternative energy source due to its significantly high energy density. Also, hydrogen can be transformed into electricity in energy systems such as fuel cells. …”

Attribute substitution and stereotypes about the online Arab public sphere: Predictors of concerns about Internet surveillance in five Arab countries by Justin D Martin (18112252)

“…Despite common stereotypes about how variables like gender, youth, income, nationality, and liberal or conservative ideology affect political and cultural attitudes in Arab countries, these indicators were not significant predictors of concerns about online surveillance by governments and companies. …”

Protecting Private Attributes in App Based Mobile User Profiling by Imdad Ullah (18372291)

“…This threatens the users' privacy, when profiling is based on apps representing sensitive information, e.g., gambling problems indicated by a game app. …”

PermGuard: A Scalable Framework for Android Malware Detection Using Permission-to-Exploitation Mapping by Arvind Prasad (19997799)

“…The increasing reliance on mobile devices significantly raises the risk of malware attacks, especially for non-technical users who often grant permissions without thorough evaluation, leading to potentially devastating effects. …”

GIS-based spatiotemporal analysis for road traffic crashes; in support of sustainable transportation Planning by Semira Mohammed (15294167)

“…<p>Road traffic crashes pose a significant challenge worldwide, necessitating increased efforts to reduce them and promote sustainable transport systems. …”

Predictive modelling in times of public health emergencies: patients’ non-transport decisions during the COVID-19 pandemic by Hassan Farhat (9000509)

“…</p><h3>Conclusion</h3><p dir="ltr">This study indicated that predictive modelling could accurately help identify patients who refuse transport to hospital and may not require treatment on the scene. …”