Micro-Expression Recognition using Convolutional Variational Attention Transformer (ConVAT) with Multihead Attention Mechanism by Hafiz Khizer bin Talib (20571467)

“…To address these limitations, we propose the Convolutional Variational Attention Transformer (ConVAT), a novel model that leverages a multi-head attention mechanism integrated with convolutional networks, optimized specifically for detailed micro-expression analysis. …”

Dual-attention Network for View-invariant Action Recognition by Gedamu Alemu Kumie (19273711)

“…The DANet is composed of relation-aware spatiotemporal self-attention and spatiotemporal cross-attention modules. …”

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.…”

Efficient self-attention with smart pruning for sustainable large language models by Samir Brahim Belhaouari (9427347)

“…However, their high computational demands result in significant environmental impacts, particularly in terms of energy and water consumption. …”

Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation by Ahmet Kasif (17787560)

“…As such, in this study, a hierarchical multi-head attention LSTM model is proposed for creating polyphonic symbolic melodies. …”

Social attention as a cross‐cultural transdiagnostic neurodevelopmental risk marker by Thomas W. Frazier (4229593)

“…The best-fitting model included a general social attention factor and six specific factors. Cultural differences in social attention were minimal and social attention was stable across age (<em>r</em> = 0.03), but females showed significantly greater social attention than males (d = 0.28). …”

An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques by Fariha Haque (21485518)

“…<p dir="ltr">In the field of medical imaging, deep learning (DL) techniques have made significant contributions to the detection and classification of various cancers. …”

The Effects of Visual Stimuli on Attention in Children With Autism Spectrum Disorder: An Eye-Tracking Study by Bilikis Banire (14158833)

“…The results show that social and nonsocial stimuli do not affect the attention of ASD and TD children. However, TD children pay significantly greater attention to target stimuli than children with ASD. …”

Awareness and education are the most significant elements for safe driving behavior and better life quality by Amal Abdul Aziz Sabri (19772844)

The differential impact of IFRS adoption on aspects of seasoned equity offerings in the UK and France by Harakeh, Mostafa

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Impact of mainstream classroom setting on attention of children with autism spectrum disorder: an eye-tracking study by Bilikis Banire (14158833)

“…Our results showed that children with ASD exhibit similar gaze behaviors to TD children, but with significantly lower performance scores and SFC on the target AOI. …”

Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis by Najmath Ottakath (17430912)

“…This paper proposes an automated segmentation method for the carotid artery in transverse B-mode ultrasound images, using a Bi-attention DoubleUnet architecture which incorporates spatial attention and channel wise attention using Bottleneck attention module. …”

Breaking up prolonged sitting with moderate-intensity walking improves attention and executive function in Qatari females by Bryna C. R. Chrismas (6820142)

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

“…</p><h2>Other Information</h2><p dir="ltr">Published in: BioData Mining<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1186/s13040-022-00289-8" target="_blank">https://dx.doi.org/10.1186/s13040-022-00289-8</a></p>…”

Temporal self-attention for risk prediction from electronic health records using non-stationary kernel approximation by Rawan AlSaad (14159019)

“…Yet, modeling the non-stationarity in EHR data has received less attention. Most existing studies follow a strong assumption of stationarity in patient representation from EHRs. …”

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

“…Furthermore, an ablation study is conducted to analyze the contributions of the discriminator and attention blocks within the MACGAN architecture. The results confirm that both components play significant roles in the effectiveness of MACGAN, with the discriminator ensuring adversarial training and the attention blocks effectively capturing and enhancing important image features.…”

A hybrid 3D CNN-LSTM model with soft spatial attention mechanism for accurate hyperspectral image classification by Mohamed Sultan Mohamed Ali (17317003)

“…</p><h2>Other Information</h2> <p> Published in: Remote Sensing Applications: Society and Environment<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.rsase.2025.101779" target="_blank">https://dx.doi.org/10.1016/j.rsase.2025.101779</a></p>…”

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. …”

Trade‐Offs Among SDGs: How the Pursuit of Economic, Food, and Urban Development Goals May Undermine Climate and Equity Targets? by Walter Leal Filho (741384)

“…</p><h2>Other Information</h2><p dir="ltr">Published in: Sustainable Development<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1002/sd.70029" target="_blank">https://dx.doi.org/10.1002/sd.70029</a></p>…”

Social Media Use and Body Checking Among Lebanese Adults by Korkomaz, Aya

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