Analysis of Using Machine Learning to Enhance the Efficiency of Facilities Management in the UAE by ULLAH, SAAD

“…The approach is validated using linear regression and mathematical logic, while binary logistic regression predicts issues with blower motors and filters by analyzing BMS data. A comparison between traditional and ML-based FM strategies demonstrates that ML-driven scheduling and maintenance reduce costs by 38% to 50%, significantly improving efficiency. …”
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Drug-free phototherapy of superficial tumors by Mehanna, Stephanie

“…When tested on a DMBA/TPA skin carcinogenesis model, a 90-min exposure to white light thrice weekly resulted in a significant decrease in tumor volumes/incidence compared to control and cisplatin groups, and restored normal morphological features, as confirmed by histopathology. …”
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Ferroelectric Properties and Electrocaloric Effect in Dy2O3 Substitution on Lead-Free (Na0.5 Bi0.5)0.94 Ba0.06TiO3 Ceramic by Turki, O.

“…Using the direct EC measurement, the ceramic corresponding to y = 0.02 exhibited a significant EC response, where ΔT = 1.2 K under 5 kV/mm. …”
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Tranexamic Acid for Preventing Secondary Post-Tonsillectomy Bleeding: Insights From A Retrospective Cohort Study by Somaya Koraysh (19744492)

“…Rates of blood transfusion, ICU admission, and significant hemoglobin drop were similar. TXA post-tonsillectomy did not significantly reduce PTB odds (OR 0.18, P = 0.13), but composite data of either intraoperative or discharge TXA administration significantly reduced PTB odds (OR 0.03, P = 0.004). …”

A clustering metaheuristic for large orienteering problems by Almiqdad Elzein (13141038)

“…The metaheuristic aims to dramatically improve the computation time of a given Orienteering Problem algorithm without a significant decrease in the solution quality of that algorithm, especially for large Orienteering Problems. …”

Intravenous administration of gold nanoparticles in rats exhibit alterations in sphingomyelins, bile acids, sphingolipids, and cholesterol esters levels by Haya Al-Sulaiti (5449256)

“…<p dir="ltr">Nanoparticles (NP) have gained significant attention in biomedical research due to their unique properties and potential applications in drug delivery, imaging, and diagnostics. …”

Andrographolide pre-treatment enhances the anti-tumor activity of topotecan on acute myeloid leukemia cells in vitro by Rizk, Sandra

“…Cotreating the cells with both topotecan and andrographolide simultaneously at various concentrations did not result in any significant changes. However, pretreating the cells with andrographolide for 24 hours prior to topotecan addition, led to a significant decrease in cell proliferation (39%) as compared to treatment with the compounds separately (67%). …”
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Fermentation-induced modifications to the structural, surface, and functional properties of quinoa proteins by Mohammad Alrosan (20089263)

“…Using advanced analytical techniques, such as ultraviolet, fluorescence, and FT-IR spectra, it has been demonstrated that fermented QPs exhibit significant structural changes (P < 0.05) compared to unfermented QPs. …”

Kinetics and Modeling of H2S Removal in a Novel Biofilter by Shareefdeen, Zarook

“…The dispersion study confirmed a biofilter installation at the pumping station site would significantly reduce H2S levels in the University community and would provide cleaner air.…”
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Symptoms of depression and anxiety in anorexia nervosa by Mattar, Lama

“…The relationship between these clinical manifestations and the biological changes caused by starvation is not well understood. …”
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Estimating the elastic constants of orthotropic composites using guided waves and an inverse problem of property estimation by Masurkar, Faeez

“…The results demonstrate that formulation of property estimation as inverse problem is capable of accurately predicting the elastic constants of a material, by using a model solely trained on simulation and a very scare amount of data. This approach has the potential to significantly reduce the computational time for predicting the elastic constants, and thereby could have wide ranging applications in materials science and engineering.…”
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Effect of Teachers’ Attitude Towards Students with Dyslexia Learning in Public and Private Secondary Schools in Benin City by O Osunde, Yvonne

“…The independent t-test showed a significant difference between the two groups, t(118) = 4.21, p < .01. …”
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DNA Base-Calling Techniques by Odeh, Fadi

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Proteome analysis of Candida albicans cell wall mutants. (c2011) by Koussa, Joseph Wissam

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Effect of Climate Change on the Energy Performance and Thermal Conditions of a Single-family Detached House in Canada by Mutasim Baba, Fuad

“…These measures will significantly reduce the energy consumption of buildings. …”
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FLACON: A Deep Federated Transfer Learning-Enabled Transient Stability Assessment During Symmetrical and Asymmetrical Grid Faults by Mohamed Massaoudi (16888710)

“…In practice, TSA based on deep learning is preferable for its high accuracy but often overlooks challenges in maintaining data privacy while coping with network topology changes. …”

A Prioritized Uplink Call Admission Control Algorithm for 3G WCDMA Cellular Systems with Multi-Services by Al-Qahtani, Salman

“…Finally, the study considers two types of services: voice and data calls. Results indicate that this algorithm reduces the drop handoff calls and increases the total system capacity; hence the GoS and the system performance can significantly be improved especially in case of high mobility environments.…”
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A Genetic Algorithm for Improving Accuracy of Software Quality Predictive Models by Azar, Danielle

“…However, these models are hard to generalize and reuse on new, unseen software as their accuracy deteriorates significantly. In this paper, we present a genetic algorithm that adapts such models to new data. …”
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Cyberbullying Detection Model for Arabic Text Using Deep Learning by Albayari, Reem

“…It has the potential to significantly reduce cyberbullying. The application of DL to cyberbullying detection problems within Arabic text classification can be considered a novel approach due to the complexity of the problem and the tedious process involved, besides the scarcity of relevant research studies.…”
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Exploration and analysis of On-Surface and In-Air handwriting attributes to improve dysgraphia disorder diagnosis in children based on machine learning methods by Jayakanth, Kunhoth

“…This approach has significantly reduced the number of features by about 85%. …”
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