A Formal Assisted Approach for Modeling and Testing Security Attacks in IoT Edge Devices by Bhanpurawala, Alifiya

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A Framework for Screening and Classifying Obstructive Sleep Apnea Using Smartphones by Al-Mardini, Mamoun

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A systematic review of artificial intelligence applications for indoor air quality monitoring in educational settings by P.K. Hashir (22921157)

“…The review identifies successful implementations of AI in educational settings, highlighting applications such as supervised and unsupervised learning for pollutant prediction, anomaly detection, and reinforcement learning (RL) for heating, ventilation, and air conditioning (HVAC) optimization. …”

High level synthesis of controllers for communication protocols by Khan, A.M.T.

“…A design automation system that accepts Petri net models of digital systems and produces VLSI layouts is proposed. …”
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Assessing the genetic burden of familial hypercholesterolemia in a large middle eastern biobank by Geethanjali Devadoss Gandhi (14056966)

“…Our results motivate similar studies in population-level biobanks – especially those with globally under-represented ancestries – and highlight the importance of genetic screening programs for early detection and management of individuals with high FH risk in health systems.…”

Securing Blockchain-Based Supply Chain Workflow against Internal and External Attacks by Sana Al-Farsi (17051736)

“…Our methodology complements the blockchain-based solution because it protects the stakeholder’s local process against the attacks that exploit the process information that is not protected in the smart contracts. We implemented a prototype and demonstrated its application to a typical supply chain workflow example application by successfully detecting internal and external attacks to the application.…”

Identification and Alleviation of False Data Injection Within the Cyber Layer of an Enhanced Distributed Secondary Control in DC Islanded Microgrids by Nada Mosaad (21633245)

“…<p dir="ltr">As a result of the integration of communication links within secondary control to circumvent the drawbacks associated with centralized control, microgrids have evolved into cyber-physical systems which are susceptible to cybersecurity risks. …”

Assuring consistency in mixed models by Haraty, Ramzi A.

“…Information systems security defines three properties of information: confidentiality, integrity, and availability. …”
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Achievable diversity orders of decode-and-forward cooperative protocols over gamma-gamma fading FSO links by Abou-Rjeily, Chadi

“…On the other hand, for most of the network configurations, the SDF protocol, that was studied extensively in the context of N_r-relays radio-frequency (RF) systems and one-relay FSO systems, is not suitable for FSO systems with more than one relay since it results in reduced diversity orders. …”
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Analysis of Using Machine Learning to Enhance the Efficiency of Facilities Management in the UAE by ULLAH, SAAD

“…This study addresses these issues by Implementing Machine Learning (ML) algorithms using data from Building Management Systems (BMS) and FM maintenance reports, focussing on predictive maintenance for Fresh Air Handling Units. …”
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Whole-Genome Sequence Analysis of Carbapenem-Resistant Enterobacteriaceae Recovered from Hospitalized Patients in Lebanon by El Khoury, Maria

“…High-risk carbapenem-resistant Enterobacteriaceae clones pose a significant threat to patients and healthcare systems in Lebanon. The observed plethora of plasmid-encoded resistance genes shed light on implementing corrective measures to mitigate the spread of carbapenem resistance.…”
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Tracking Antimicrobial Resistance in Bovine Fecal Material across Farms in Lebanon: Sequencing and Genomic Surveillance Using a Comprehensive One Health Approach by Tannous, Jame

“…The findings of this study revealed the presence of highly resistant Gram-negative bacteria, including strains with plasmid-mediated resistance to critical antibiotics such as colistin, emphasizing the risks posed to both human and livestock health. Implementing comprehensive surveillance systems, and promoting responsible antibiotic use are essential steps to mitigate the spread of AMR. …”
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