Face Segmentation: A Journey From Classical to Deep Learning Paradigm, Approaches, Trends, and Directions by Khalil Khan (9333883)

“…Over the last two decades, methods for face segmentation have received increasing attention due to their diverse applications in several human-face image analysis tasks. …”

Robust Prediction of Wildfire Spread in Australia by Michael Palk (17947841)

“…The systematic collection of data, increased computing power, and the development of physical models made it possible to get an understanding of the dynamics of wildfire spread. …”

Improved Machine Learning for Multiclass Fault Classification in Industrial Processes by Khaled Dhibi (16891524)

“…Although the approach increases the computation time, the notable improvements in accuracy make the balance between precision and computation time advantageous for real-world use.…”

Grid electricity demand reduction through applying passive and active strategies for a house in Baghdad, Iraq by Al-Badri, Nadia Rashid

“…By adopting 1Pearl, it provided 4.33% energy reduction while 2 Pearls can achieve about 4.37% decrease in energy. This means that roof insulation should take priority when considering the passive solutions for conserving energy. …”
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OSRA Grant Cycle 5 Public Reports : Project Title: Coping with prenatal bereavement and perceived stress in current pregnancy: correlates to parental perception of the child and bo... by Pia Tohme Khalaf (17425551)

“…These emotional responses are often linked to anxieties about future pregnancies and losses. …”

The impact of green supply chain management practices on environmental performance during COVID-19 period: the case of discretionary companies in the G-20 countries by El Khoury, Rim

“…It highlights the impact of green initiatives to cope with major disruptions and decrease pollution and environmental disaster.…”
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Photocatalytic UV degradation of 2,3,7,8-tetrachlorodibenzofuran in the presence of silver zeolite by Samara, Fatin

“…The toxicity of the intermediate and resultant products was further analyzed with the aid of an enzyme-linked immunosorbent assay. The optical density showed that in contrast to all the samples, the TCDF irradiated with 254 nm in the presence of AgY2 was high at 40 min inferring a decrease in toxicity of the resultant product. …”
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Empirical evaluation of change in crash risk due to lane marking reallocation: A case study in Kochi City, Japan by Hiroaki, Nishiuchi

“…As highlighted in previous studies, they are directly linked to efficiency and safety. The rearrangement or reallocation of lane markings can be an economical way to improve efficiency. …”
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RIS Assisted Anti-Jamming in Next-Generation Wireless Communication Networks: A Survey of Threats, Solutions, and Research Challenges by Zain ul Abideen Tariq (23124148)

“…<p dir="ltr">Rapid growth in wireless data traffic and the increasing demand for secure, low-latency communication have driven research toward next-generation (6G) technology, which aims to provide ubiquitous, secure wireless connectivity. …”

Five-Level MLI-Based Grid-Connected Photovoltaic Systems: A Review on Control Methodologies, Modulation Strategies and Recent Developments by Anurag Tiwari (3563561)

“…Five-level MLI-based PV systems have become a crucial option as the relevance of renewable energy keeps increasing because of their increased efficiency, less harmonic distortion, and greater power quality. …”

Differential water quality in confined and free-flowing water bodies, Lebanon by Korfali, Samira Ibrahim

“…This emphasises the importance of assessing surface water quality as a projected means to increase water availability. This study involves two different water bodies, the freely flowing Nahr-Ibrahin River and the Qaraaoun Reservoir, an impoundment of the Litani River. …”
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Testing and Evaluation of a Smart Irrigation System towards Smart landscaping in UAE by ALSULAIMANI, FATMA

“…The outcomes of the use of SMS have shown a better results in water conservation and a decrease in water flow in the month of September by 21% and 26% in October. …”
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A framework for implementing Green Supply Chain Management: The Case of Petco Gulf by HASSAN, HUDA YOUSIF ALI AHMED

“…From this research, it was found that as Petco gulf is present in the U.A.E. it can take advantage of this and by applying the GSCM strategies against each of its components this will help the company by, increased overall gross profit with the decrease in cost since going green in its supply chain means reducing the overheads. …”
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Predictive factors for giftedness among Syrian refugee students: A focus on academic achievement, gender, and school context by Ali M. Alodat (22508036)

“…GPA emerged as a strong predictor, with higher GPA substantially increasing the likelihood of gifted identification. …”

FiLM-SimVP: Scalable Uncertainty Quantification in Spatiotemporal Forecasting by Shehel Yoosuf (23073535)

“…</p><h2 dir="ltr">Other Information</h2><p dir="ltr">Published in: IEEE Open Journal of the Computer Society<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/ojcs.2025.3616224" target="_blank">https://dx.doi.org/10.1109/ojcs.2025.3616224</a></p>…”

A Comparative Study of Contemporary Learning Paradigms in Bug Report Priority Detection by Eyüp Halit Yilmaz (21400700)

“…<p dir="ltr">The increasing complexity of software development demands efficient automated bug report priority classification, and recent advancements in deep learning hold promise. …”

An Efficient Framework for Multi-DER Integration in Distribution Networks With Time-Series Demand Flexibility by Mohamed Massaoudi (16888710)

“…<p dir="ltr">The increasing penetration of renewable energy sources (RESs) has transformed power system operations. …”

Clustered Random Beamforming and Hierarchical Modulation for Large Multi-User MIMO Downlinks by Hamidreza Khakzad (23073979)

“…We demonstrate that the proposed scheme not only increases the number of served users but also enhances the sum-rate capacity of the system. …”

Towards Grid of Microgrids: Seamless Transition between Grid-Connected and Islanded Modes of Operation by Silvanus D'silva (19273852)

“…<p dir="ltr">With the ever-increasing number of blackouts in distribution systems arising from a variety of natural and manmade disasters, the frequent and necessary isolation/reconnection of loads without power deviations/fluctuations has become an important issue. …”

A Novel Genetic Algorithm Optimized Adversarial Attack in Federated Learning for Android-Based Mobile Systems by Faria Nawshin (21841598)

“…<p dir="ltr">Federated Learning (FL) is gaining traction in Android-based consumer electronics, enabling collaborative model training across decentralized devices while preserving data privacy. However, the increasing adoption of FL in these devices exposes them to adversarial attacks that can compromise user data and device security. …”