Low-Complexity Machine Learning-based Behavioral Modeling of Power Amplifiers by Aziz, Mohammad Rabih

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Reinforcement Learning Based EV Charging Management Systems–A Review by Heba M. Abdullah (16896384)

“…Unlike other machine learning approaches, the RL technique is based on maximizing the cumulative reward. This article reviews the existing literature related to the RL-based framework, objectives, and architecture for the charging coordination strategies of electric vehicles in the power systems. …”

GIS-BIM Based Regional Seismic Risk Assessment for Dubai, UAE by Maky, Ahmed Mansour

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Sensory Pollution from Treated Wood Panels on Perceived Air Quality and Human Comfort by El Danaf, Taher Salah

“…The air upstream of ‘wood panel painted with oil based paint’ was judged to significantly deteriorate PAQ and caused most discomfort to the subjects. …”
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READINESS OF NURSING STUDENTS AND NEW NURSING GRADUATES FOR EVIDENCE-BASED PRACTICE IN THE UAE by Al Hmaimat, Nathira

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Investigating the Effectiveness and Teachers’ Perceptions of Rigorous Curriculum Design for Project-Based Learning Implementation on Middle School Science Students’ Achievement and... by ASSAF, NOURA FOUAD

“…Background and Purpose: Project-based learning (PBL) is an active student-centered instructional that has been explored in various contexts of schooling over the years. …”
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AI-based remaining useful life prediction and modelling of seawater desalination membranes by Al Ali, Fajer

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Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system by Sampath Rajapaksha (17541411)

“…However, vanilla AE models often suffer from overgeneralization, reconstructing anomalies without significant errors, resulting in many false negatives. …”

Energy Conservation-based Thresholding for Effective Wavelet Denoising of Partial Discharge Signals by Hussein, Ramy

“…In this study, a novel wavelet threshold estimation method, named energy conservation-based thresholding (ECBT), is introduced. The proposed thresholding function is capable of conserving a significant portion of the original signal energy, while the threshold value is determined based on the relative difference between the original and noisy signal energies. …”
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Exploring recent advances in carrageenan-based films for sustainable food packaging applications by Thulasidhas Dhilipkumar (22503629)

“…Moreover, a brief insight is provided into the effect of additive inclusion on physicochemical, antimicrobial, and antioxidant properties of CG-based films. The suitability of different types of CG, such as kappa (κ), iota (ι), and lambda (λ) for food packaging applications is also discussed by considering their individual film-forming abilities, gel strength, and compatibility with functional additives. …”

Competition vs cooperation: An agent based model for sustainable tomatoes’ import system by Sarah Namany (17268922)

“…Interactions between trade partners are modeled using two game theoretic approaches counting<u> Cournot</u><u> competition</u> and <u>Cartel</u> collusion. Based on the research findings, a competitive global market can bring economic benefits to Qatar as an importing nation, but this approach also entails substantial <u>water consumption</u> and results in significant environmental emissions. …”

Mulberry Leaf Disease Detection Using CNN-Based Smart Android Application by Abdus Salam (1918387)

Dynamic model scaling based on segmented tumor size for breast cancer detection by Younes Akbari (16303286)

“…This approach represents a notable advancement in breast cancer detection within histopathology images and holds significant potential as a tool in computational pathology.…”

TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection by Zina Chkirbene (16869987)

“…TIDCS reduces the number of features in the input data based on a new algorithm for feature selection. Initially, the features are grouped randomly to increase the probability of making them participating in the generation of different groups, and sorted based on their accuracy scores. …”

Association of single nucleotide polymorphisms with dyslipidemia and risk of metabolic disorders in the State of Qatar by Dalal Al‐Sharshani (19479814)

“…</p><h3>Results</h3><p dir="ltr">The genotypic frequencies of six SNPs were found to be significantly different in dyslipidemia patients subjects compared to the control group among males and females. …”

Robotic-assisted versus conventional total knee arthroplasty: a systematic review and meta-analysis of randomized controlled trials by Reda Alrajeb (17773221)

“…While knee range of motion (OR − 2.23; 95% CI − 4.89–0.43, p value 0.1) and femoral prosthesis position (OR − 0.98; 95% CI, − 2.03–0.08, p value 0.07) also favored robotic knees, these differences did not reach statistical significance. …”

Evaluation of refined cement-based matrix systems for extrusion of wood fiber cement by Nassar, Roz-Ud-Din

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Effect of Strain Fields on Frequency Band Gaps of Periodic Lattice-Based Metamaterials by Shendy, Mohamed

“…Different strain levels are used to determine the sensitivity of frequency band gaps to stretching strains. …”
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Second-law-based performance evaluation of cooling towers and evaporative heat exchangers by QURESHI, BILAL AHMED

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Deep learning based multimodal urban air quality prediction and traffic analytics by Saad Hameed (6488738)

“…<p dir="ltr">Urban activities, particularly vehicle traffic, are contributing significantly to environmental pollution with detrimental effects on public health. …”