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

“…Given that Android applications are frequent targets for malware, ensuring the integrity of FL-based malware detection systems is critical. We introduce an attack framework that integrates Genetic Algorithms (GA) with two prominent adversarial techniques, namely, the Fast Gradient Sign Method (FGSM) and Projected Gradient Descent (PGD), specifically designed for FL environments. …”

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition by Abboud, Ralph

“…However, few methods have targeted sentiment-based music composition: generating music that expresses human emotions. …”
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Deep learning-based beat-to-beat arterial blood pressure estimation using distant radar signals by Farhana Ahmed Chowdhury (22564808)

“…We introduce MultiResLinkNet, a segmentation model based on a one-dimensional convolutional neural network (1D CNN), specifically designed to synthesize arterial blood pressure (ABP) directly from raw radar waveforms. …”

Combined effects of treated domestic wastewater, fly ash, and calcium nitrite toward concrete sustainability by Abdelrahman Abushanab (17268940)

“…It was also shown that the addition of FA significantly decreased the chloride permeability of TWW concrete by 55%–71%. …”

Destabilization of stable bentonite colloidal suspension using choline chloride based deep eutectic solvent: Optimization study by Dana I.M. Al-Risheq (16932606)

“…<p dir="ltr">holine chloride (ChCl) based natural deep eutectic solvents (NADES) were synthesized and tested as coagulant for stable bentonite colloidal suspensions. …”

A Meta-Analysis to Gauge the Effectiveness of STEM Informal Project-Based Learning: Investigating the Potential Moderator Variables by Malavika Santhosh (17714346)

“…However, the participants’ educational level and study location (country) did not emerge as being significant. This study contributes to the bulk of literature that can help academicians to design, develop and implement effective STEM-based informal PjBL models, with special consideration for influential variables (teaching method, assessment method, grade, location, course duration, group size, and subject area).…”

Parametric Based Techno‐Economic Evaluation for a Solar Thermal‐PV Integrated Multi‐Commodity Storage Facility by Malik Shahzaib (22504349)

Mathematical Model-Based Optimization of Continuous Flow Photobioreactor Operating at Steady State Using MATLAB Optimization Function by Ibrahim M. Abu-Reesh (4501213)

“…The MATLAB optimization function (<i>fmincon</i>) is used to find the best design and operating variables in the tested region. …”

Deep Learning-Based Classification of Chest Diseases Using X-rays, CT Scans, and Cough Sound Images by Hassaan Malik (10486121)

“…The objective of the work is to identify nine different types of chest diseases, including COVID-19, edema (EDE), LC, PNEU, pneumothorax (PNEUTH), normal, atelectasis (ATE), and consolidation lung (COL). Therefore, we designed a novel deep learning (DL)-based chest disease detection network (DCDD_Net) that uses a CXR, CT scans, and cough sound images for the identification of nine different types of chest diseases. …”

A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects by Yassine Himeur (14158821)

A state‐of‐the‐art review on topologies and control techniques of solid‐state transformers for electric vehicle extreme fast charging by Yameena Tahir (20398889)

“…However, a longer charging time is a significant barrier to its complete adaptation. Solid state transformer (SST) based extreme fast charging schemes have emerged as an appealing idea with an ability to provide a refuelling capability analogous to that of gasoline vehicles. …”

Problem Posing. (c2015) by ElAjouz, Lina I.

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Enhancing the Incident Response Capabilities of the UAE Critical Infrastructure Against Phishing Cyber Security Threat: An AI-Based Approach by Bushra Rwashdeh

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Compassionate care in nursing: The role of simulation-based compassionate care on nurse's caring behavior, self-efficacy and compassion competency by Rasha Mohammed Hussien (22928179)

“…In contrast, the control group showed minimal changes across these domains, with p-values indicating no significant differences. </p><h3 dir="ltr">Conclusion</h3><p dir="ltr">The findings highlight the effectiveness of simulation-based compassionate care training in enhancing nurses' caregiving behaviors, self-efficacy and compassionate competence. …”

Evaluating machine learning technologies for food computing from a data set perspective by Nauman Ullah Gilal (17302714)

Safety and efficacy of chimeric antigen receptor T-cell therapy for acute myeloid leukemia: A subgroup based meta-analysis by Mahmoud M. Morsy (18560491)

“…The meta-analysis revealed a 48% incidence of complete remission with CAR T-cell therapy, varying significantly across subgroups based on study design, location, prior transplantation, conditioning regimen, and CAR T-cell source. …”

Non-Linear Time History Analysis of Moment Frame Structure with Performance-Based Approach on Different Concrete Compressive Strengths by ZAIDI, SYED HASSAAN AHMED

“…The nonlinear concrete model was constructed based on the Razvi (1992) confined mode. All of the seven earthquakes were scaled for the design response spectrum. …”
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PublicVision: A Secure Smart Surveillance System for Crowd Behavior Recognition by Marwa Qaraqe (10135172)

“…Moreover, most of the current systems do not provide reliable secure data transmission and are not viable in protecting the privacy of individuals. This paper designs an end-to-end secure and smart surveillance system, namely PublicVision, that transmits CCTV data securely to a remote central hub where a deep learning (DL) model based on Swin Transformer is utilized to identify and analyze crowd behaviors. …”

Effectiveness of Concept Mapping: A Constructivist based Educational Strategy on Grade Seven Arab Students' Academic Achievement in Chemistry by Thomas, Nimmy M.

“…The present study aimed to determine the effects of concept mapping, a constructivist based learning strategy, on academic achievement in chemistry. …”
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Incorporation of Robust Sliding Mode Control and Adaptive Multi-Layer Neural Network-Based Observer for Unmanned Aerial Vehicles by Zainab Akhtar (15192184)

“…Subsequently, a sliding mode controller is designed based on the observed states to track the reference trajectories. …”