SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners by Jassim AlMulla (16726296)

“…We incorporated the highest number of professional matches from the last ten seasons covering from 2011 up to 2022 and proposed SoccerNet, a Gated Recurrent Unit (GRU)-based deep learning-based model to predict match winners with over 80% accuracy. …”

DiaNet v2 deep learning based method for diabetes diagnosis using retinal images by Hamada R. H. Al-Absi (16726299)

“…This study explores an alternative approach involving retinal images, building upon the DiaNet model, the first deep learning model for diabetes detection based solely on retinal images. …”

Active distribution network type identification method of high proportion new energy power system based on source-load matching by Qinlin, Shi

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Hedonic valuation of land protection methods: implications for cluster development. by Kling, Robert

“…The key findings of the study are: (i) proximity to national or state park land and to city or county open space has a significant positive impact on property values, while proximity to national forest land or to privately conserved land exhibits no significant effects; and, (ii) inclusion of a property within a cluster development decreases its value by 17 to 26 %. …”
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Effect of corporate ethics and social responsibility on OCB: the role of employee identification and perceived CSR significance by El-Kassar, Abdul-Nassar

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GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults by Proma Dutta (19459567)

“…This research presents GearFaultNet, a novel, lightweight 1D Convolutional Neural Network (CNN)-based network, designed to detect gearbox faults. …”

A slow but steady nanoLuc: R162A mutation results in a decreased, but stable, nanoLuc activity by Wesam S. Ahmed (10170053)

“…Further, analysis of trajectories for <u>hydrogen bonds</u> (H-bonds) formed between NLuc and furimazine revealed substantial H-bond interaction between R162 and Q32 residues. …”

A novel method for the detection and classification of multiple diseases using transfer learning-based deep learning techniques with improved performance by Krishnamoorthy Natarajan (22047464)

Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach by Fatima-Azahraa Bourhim (16876020)

“…Optimization was subject to the Net Present Value ( NPV ) maximization of the net incomes from wind energy generation, under the constraints on wind turbine nominal power restriction and the maximum ratio permitted between the rotor diameter and tower hub height. …”

Kefir exhibits anti‑proliferative and pro‑apoptotic effects on colon adenocarcinoma cells with no significant effects on cell migration and invasion by Khoury, Nathalie

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PneuX-Net: An Enhanced Feature Extraction and Transformation Approach for Pneumonia Detection in X-Ray Images by Kashif Munir (6182237)

“…To address this problem, we propose PneuX-Net, an ensemble-based feature extraction framework that integrates multiple machine learning (ML) models Random Forest (RF), Gaussian Naïve Bayes (GNB) and K-Nearest Centroid (KNC). …”

Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet by Md. Shaheenur Islam Sumon (22045907)

“…We evaluated various encoder-decoder configurations and identified that the combination of an EfficientNet-based encoder with a Self-ONN-based decoder yielded the best performance. …”

Patients with early onset of type 1 diabetes have significantly higher GG genotype at position 49 of the CTLA4 gene by Zalloua, Pierre

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Y-Chromosome and mtDNA Genetics Reveal Significant Contrasts in Affinities of Modern Middle Eastern Populations with European and African Populations by Khazen, Georges

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A Novel Transformer-Based Approach for Adult’s Facial Emotion Recognition by Uzma Nawaz (21980708)

“…The model is evaluated on five widely used datasets: FER2013, CK+, AffectNet, RAF-DB, and AFEW. It achieves state-of-the-art performance, with accuracies of 98.67% on FER2013, 99.52% on CK+, 99.3% on AffectNet, 96.3% on AFEW, and 98.45% on RAF-DB. …”

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

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. …”

Edge-Optimized Deep Learning Architectures for Classification of Agricultural Insects with Mobile Deployment by Akhtar, Muhammad Hannan

“…Our study explores various methodologies for model development, including the utilization of Mobile-ViT and EfficientNet architectures, coupled with transfer learning and fine-tuning techniques. …”
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Determining Size Thresholds for High-Rise Net Zero Energy Office Buildings in Hot and Arid Climates: A Study of High-Rise Office Buildings in Dubai by HERNANDEZ, KATRINA ELISE AFRICA

“…This study investigates the feasibility and size thresholds of achieving Net Zero Energy Building (NZEB) performance in high-rise office buildings within the hot and arid climate of Dubai. …”
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Research on the potential of photovoltaic technologies in reducing energy consumption in an urban mixed use residential community. A Case study for net zero energy community in Dub... by SUGATHAN, SANAL

“…These results prove that it is possible and feasible to convert an existing urban mixed use community to a Net Zero Energy Community in Dubai with a reasonable overall payback period of 4 years. …”
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