PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks by Rawan AlSaad (14159019)

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN by Maria Siddiqua (17949149)

“…To address this, an all-in-one Multidomain Attention-based Conditional Generative Adversarial Network (MACGAN) is proposed to improve scene visibility for optimal ground, aerial, and marine navigation, using the same set of parameters across all domains. …”

Significance of Avicennia Marina in the Arabian Gulf Environment: A Review by Kaiprath Puthiyapurayil Haseeba (21392966)

“…This review addresses the current knowledge gap by providing an overview of Avicennia marina distribution in the Gulf, exploring the significance of its ecosystem services, analyzing the impacts of stressors, and examining conservation and restoration efforts, with attention to nature-based and biotechnological approaches for promoting mangrove growth and conservation in the Gulf.…”

Agent Productivity Modeling in a Call Center Domain Using Attentive Convolutional Neural Networks by Ahmed , Abdelrahman

“…We explore several designs for the classifier based on convolutional neural networks (CNNs), long-short-term memory networks (LSTMs), and an attention layer. …”
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Traffic Transformer: Transformer-based framework for temporal traffic accident prediction by Mansoor G. Al-Thani (19237204)

“…This significant shift enhances the model's ability to capture long-range dependencies within time series data. …”

Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics by Md. Ahasan Atick Faisal (15302410)

“…<p dir="ltr">Ground reaction force and moment (GRF&M) measurements are vital for biomechanical analysis and significantly impact the clinical domain for early abnormality detection for different neurodegenerative diseases. …”

Students’ perceptions of Kahoot!: An exploratory mixed-method study in EFL undergraduate classrooms in the UAE by Alawadhi, Azza

“…However, the effect on academic performance was not significant as perceived by Emirati students. The outcome of this study suggests that gamified digital platforms could be incorporated as part of the teaching pedagogy to retain students’ attention, increase participation, and provide students with an enhanced enjoyable learning experience.…”
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Cooperative Learning and Second Language Acquisition: Learner Empowerment in the UAE by Iyer, Rekha Venkatraman

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A review of extrusion-based additive manufacturing of multi-materials-based polymeric laminated structures by Imran Khan (109715)

“…<p dir="ltr"><u>Additive Manufacturing </u>(AM) techniques have garnered significant attention for their applicability in fabricating intricate and complex geometries, end-user products, expediting prototyping processes, creating functional devices, sensors, and <u>metamaterial</u> structures for various applications. …”

The effect of ADHD symptoms in traffic accidents by Diva Eensoo (12056205)

“…Subjects with university education reported significantly higher ADHD scores in all subscales (p≤0.01), especially in attention (p=0.0003). …”

Employee Motivation and Job Satisfaction in Project-based Organization: The case of the UAE by Thomas, Glen George

“…All the organization’s need to focus on employee satisfaction and keep the worker motivated. In case of project based organizations, the subject acquires greater significance as the projects have various constraints and require quality manpower and effort on the part of employees. …”
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Temporal fusion transformer-based prediction in aquaponics by Ahmet Metin (12832543)

“…In this research, an attention-based Temporal Fusion Transformers deep learning model was proposed and validated to forecast nitrate levels in an aquaponics environment. …”

Deep Learning in LncRNAome: Contribution, Challenges, and Perspectives by Tanvir Alam (638619)

A Novel Centrality-Based Approach for Link Prediction by El Khoury, Elissa Lichaa

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Enhancing the Prediction of Breast Cancer Progression Through Multi-modal Data Transformation by Faseela Abdullakutty (22564814)

“…A comparison was conducted between three prediction approaches: a unimodal approach, an early fusion approach based on concatenation, and the Multi Co-Guided Attention (MCGA) approach. …”

The Play-Based Behaviours of Emirati Preschool Children: A descriptive cultural study of children’s play habits and review of current play-based practices in Dubai by Al-Qinneh, Dana

“…Despite a belief in the significance of play, Emirati mothers preferred a compromise between a play-based learning environment and a formal education environment for their preschool children.…”
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The Effect of Training Effectiveness, Attitude, Commitment, and Employee Trust on Food Safety Behaviour in Home-Based Businesses by AL MUALLA, SHATHA ALI

“…Food safety behaviour in the United Arab Emirates (UAE) has received much academic and practitioner attention because of the significance of home-based businesses (HBBs) in food safety management. …”
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pH and ultrasound dual-responsive drug delivery system based on PEG–folate-functionalized Iron-based metal–organic framework for targeted doxorubicin delivery by Ahmed, Ahmed H.S

“…In recent years, the use of metal–organic frameworks (MOFs) as drug nanocarriers has gained attention because of their extraordinary physical and chemical properties. …”
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Cellulose-based materials for antimicrobial water treatment: functionalization strategies and applications by Radha, Remya

“…Cellulose, the most abundant natural polymer, has gained significant attention as a platform for antibacterial water treatment due to its inherent biocompatibility, renewability, and highly adaptable properties. …”
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A Novel Transformer-Based Approach for Adult’s Facial Emotion Recognition by Uzma Nawaz (21980708)

“…This study presents a novel attention mechanism-based transformer approach designed to capture detailed patterns in facial features and dynamically focus on the most relevant regions for enhanced accuracy. …”