Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data حسب Alaa Awad Abdellatif (17151163)

"…Furthermore, the proposed approach could significantly accelerate FL training and reduce communication overhead by providing 75–85% reduction in the communication rounds between edge nodes and the centralized server, for the same model accuracy.…"

National-level resilience: Innovative framework for Energy-Water-Food nexus evaluation حسب Ammar M. Khourchid (19420621)

"…In double failure scenarios, significantly higher unmet demands caused the resilience index to drop to 0.43. …"

Effects of Autonomous Vehicles on the Signalized Intersections’ Performance حسب Noaman, Mahmoud Atef

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Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation حسب Shanableh, Tamer

"…In this work, we propose Binary-NeRV, a hybrid-precision extension of NeRV that integrates XNOR-based binary convolutions into the decoding pipeline to significantly reduce model size, bitrate, and computational complexity while reasonably preserving reconstruction fidelity. …"
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Assessing Energy Saving Potential in Existing Buildings in Abu Dhabi through Passive Retrofitting Strategies: Case Study –Office Buildings حسب Manneh, Abeer

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Optimisation of PV Cleaning Practices: Comparison Between Performance Based and Periodic Based Approaches حسب ALHAJERI, RASHED ABDULLA

"…Solar energy has the largest untapped reserve in energy and is one of the fastest emerging energy markets. …"
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Enhancing Daylight and Improving Energy Usage through the Utilization of Lightshelves in Deep Plan Office Buildings in Dubai حسب Al Waary, Thuraya Hael

"…Introducing daylight into office buildings can bring about major benefits to human health and comfort as well as reduce energy consumption levels. The use of daylighting is a key strategy for energy reduction as well as improving the quality of light in an interior environment. …"
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Long-term treatment issues with chromite ore processing residue (COPR) حسب Moon, Deok Hyun

"…However, the Cr6+ concentration from the sample with the smaller particle size approached 240 mg/kg (338 mg/kg), suggesting that particle size reduction prior to the addition of reductant may improve the effectiveness of the treatment. …"
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The Impact of Overhangs and Side-fins on Building Thermal Comfort, Visual Comfort and Energy Consumption in the Tropics حسب El Sherif, Sherihan Khairy

"…The results ensured that shading devices could provide a reduction from 13% to 55% of solar gains, leading to a significant reduction in the percentage of people dissatisfied. …"
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Impacts of COVID-19 pandemic on environment, society, and food security حسب Hafiz Mohkum Hammad (17541432)

"…Environmental pollution was significantly reduced due to lockdown during the COVID-19 period. …"

Deep and transfer learning for building occupancy detection: A review and comparative analysis حسب Aya Nabil Sayed (17317006)

"…<p dir="ltr">The building internet of things (BIoT) is quite a promising concept for curtailing energy consumption, reducing costs, and promoting building transformation. …"

Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models حسب Saad Hameed (6488738)

"…Llama3 achieved a 20% to 40% reduction in model calls for regression tasks, whereas ChatGPT-3.5 reduced model calls by 60% for both regression and classification tasks, all while preserving accuracy and error rates. …"

Nonlinear Analysis of Electrically-coupled Microbeams under Mechanical Shock حسب Ahmed, Moustafa Adel Sayed

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Nested FOPI and PI Controller Comparison and Battery Energy Management for EV Traction System حسب Ata Allah, Faris

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Does standalone phacoemulsification lower intraocular pressure in glaucomatous eyes? A systematic review and meta-analysis حسب Osama Hussein (21301202)

"…In conclusion, standalone phacoemulsification significantly lowers IOP and reduces the need for glaucoma medications in patients with glaucoma.…"

Digital Predistortion Using Relaxed Sampling Rates حسب Ahmed, Serien

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The Sustainability (Environmental and Economical) impact of upgrading Bahrain building regulations for affordable housing units: Case study in Bahrain حسب Al-Saffar, May

"…The rapid increase of population and continues growth of cities in Bahrain leads to significant pressure on the ministry of housing to expand their housing development projects to serve the present and future population needs. …"
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Ghost-NeRV: Efficient Neural Video Representation via Ghost Convolutions حسب Shanableh, Tamer

"…Unlike binarization-based approaches, Ghost-NeRV preserves full-precision computation while significantly reducing the number of floating-point operations and model parameters. …"
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Genome-wide differential expression profiling of long non-coding RNAs in FOXA2 knockout iPSC-derived pancreatic cells حسب Ahmed K. Elsayed (13275302)

"…<h3>Background</h3><p dir="ltr">Our recent studies have demonstrated the crucial involvement of FOXA2 in the development of human pancreas. Reduction of FOXA2 expression during the differentiation of induced pluripotent stem cells (iPSCs) into pancreatic islets has been found to reduce α-and β-cell masses. …"

Development and Implementation of Energy-Efficient Magnetorheological Fluid Bypass Damper for Prosthetics Limbs Using a Fuzzy-Logic Controller حسب N. H. Diyana Nordin (16891494)

"…A damper can be used to reduce the impact of ground reaction force (GRF) during heel strikes. …"