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

“…Unlike traditional attacks that use fixed or heuristic perturbation parameters, our GA-driven method dynamically evolves perturbation parameters through multi-objective fitness optimization, producing highly adaptive and effective adversarial examples. The experimental results on the CICMalDroid 2020, KronoDroid, and AndroZoo Android malware detection datasets demonstrate a significant attack success rate, with a reduction of accuracy from 96–97% down to 24–29%, which surpasses the traditional FGSM and PGD variants. …”

A novel hybrid methodology for fault diagnosis of wind energy conversion systems by Khaled Dhibi (16891524)

“…<p>This paper proposes effective Random Forest (RF)-based fault detection and diagnosis for wind energy conversion (WEC) systems. …”

Seizure-like behavior and hyperactivity in <i>napb</i> knockout zebrafish as a model for autism and epilepsy by Kyung Chul Shin (13913556)

“…We observed that napb crispants (CR) show shorter motor neuron axons length together with altered locomotion behavior, including significant increases in larvae total distance traveled, swimming velocity, and rotation frequency, indicating that these behavioral changes effectively mimic the human epileptic phenotype. …”

Analyzing hydrodynamic changes in the Dubai Creek: a pre- and post-extension study by Elkersh, Khaled

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Impact of Peer Mentoring Role on Mentors’ Personal Development and Leadership Practices: A study among Undergraduate Emirati Female Students at a Higher Education Institution in th... by BAROUDI, SANDRA

“…Many leadership programs were initiated to increase female’s leadership and reduce gender barriers in most developed and developing countries. …”
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A Multi-Channel Convolutional Neural Network approach to automate the citation screening process by Raymon van Dinter (10521952)

“…We conclude that Multi-Channel CNNs are effective for the citation screening process in SLRs. …”

Image-Based Air Quality Estimation Using Convolutional Neural Network Optimized by Genetic Algorithms: A Multi-Dataset Approach by Arshad Ali Khan (23152516)

“…<p dir="ltr">Air pollution poses significant threats to human health and the environment, making effective monitoring increasingly essential. …”

Optimization and assessment of solar-assisted cooling systems: A multicriteria framework and comparative study by Dana Alghool (10340691)

“…<p dir="ltr">In the current context of global warming, where district cooling systems are increasingly burdening power grids worldwide, it is important to design and operate alternative systems that are not only environmentally friendly, but also cost effective for sustainable energy transition. …”

Evolutionary Game-Based Battery Scheduling: A Comparative Study for Prosumers in Smart Grids by Anas Karaki (17947808)

“…The results highlight the computational capabilities of the decentralized EGT algorithm in optimizing battery scheduling and effectively mitigating price fluctuations for SGCs with increasing prosumer participation.…”

Application of Zn-ferrite towards thermochemical utilization of carbon dioxide: A thermodynamic investigation by Rahul R. Bhosale (6467102)

“…However, as the gas-to-gas heat recovery effectiveness increases to 0.9, this difference decreases to 11.8 kW. …”

The predictors of successful methotrexate treatment of tubal ectopic pregnancy by Eiman Abdelfattah-Arafa (18184966)

“…Older age, higher initial levels of β-human chorionic gonadotropin (β-hCG) hormone, the presence of pelvic pain, and foetal cardiac activity had increased risk of treatment failure. In the future, research could consider the relationship between the size of the ectopic pregnancy and the treatment outcomes and refine the β-hCG level cut-off for better treatment effects.…”

Conceptual Skills in Leading Change: A Competence Approach to Public Sector Leadership by JASIM, ARIF FADHEL AHMED

“…In addition, due to some erroneous ways of conceptual thinking the effectiveness of these skills and their role in change management is reduced. …”
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Partnering for Sustainability: Parent-Teacher-School (PTS) Interactions in the Qatar Education System by Maryam A. Al-Hail (18595765)

“…Furthermore, while almost all parents recognize the significance of parental involvement and show a high level of interest in being on the ‘Board of Trustees’, in reality, very few participate or volunteer in school activities, and they rarely visit classrooms or interact with teachers or schools, mainly due to their increasing job-related commitments. …”

Resource allocation and reallocation techniques in high-level synthesis with testability constraint by Harmanani, Haidar M.

“…The increase in density that the advent of Very Large Scale Integration (VLSI) has allowed, made the move to higher levels of design abstraction imperative. …”
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FoxP3⁺ T regulatory cells in cancer: Prognostic biomarkers and therapeutic targets by Reem Saleh (3513056)

“…Overall, understanding the prognostic significance of FoxP3⁺ Tregs in various cancers and their contribution to therapy resistance could help in the development of more effective targeted therapeutic strategies to enhance the clinical outcomes in cancer patients.…”

Optimal scheduling algorithm for residential building distributed energy source systems using Levy flight and chaos-assisted artificial rabbits optimizer by M. Premkumar (12757280)

“…<p>The increase in demand for MicroGrids (MGs) is a significant factor in the provision of electricity in the future, mainly due to the use of renewable energy sources, which reduces the release of hazardous gases. …”

Accessibility first: detecting frustration in web browsing for visually impaired and sighted smartphone users by Yasmin Abdelaal (17773458)

“…GSR, being less obtrusive, is an effective way to measure frustration. There were 13 VI and 16 sighted participants. …”

Conceptual Design and Analysis of Concentrated Photovoltaic Thermal (CPVT) Solar Collectors with Different Configurations by Sharaf, Omar Z.

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Simulation Based Optimization of Logistics Decisions Under Horizontal Collaboration by Hammoud, Shaza Mouhib

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Systematic analysis of software development in cloud computing perceptions by Habib Ullah Khan (12024579)

“…The major emphasis of the presented systematic literature review (SLR) is to identify the participating entities of cloud-based software development, challenges associated with adopting cloud for software developmental processes, and its significance to software industries and developers. This SLR will assist organizations, designers, and developers to develop and deploy user-friendly, efficient, effective, and real time software applications.…”