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

"…Second, the Weight Matrix Folding method is introduced to efficiently prune the self-attention layer matrices in a simple and efficient mathematical model. …"

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

"…To address these challenges, an end-to-end concatenated Convolutional Neural Network (CNN) attention model has been proposed for automatic lung cancer classification. …"

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

"…In this paper, we propose an objective framework for modeling agent productivity for real estate call centers based on speech signal processing. …"
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PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks حسب Rawan AlSaad (14159019)

"…<h3>Background</h3><p dir="ltr">Early identification of pregnant women at risk for preterm birth (PTB), a major cause of infant mortality and morbidity, has a significant potential to improve prenatal care. However, we lack effective predictive models which can accurately forecast PTB and complement these predictions with appropriate interpretations for clinicians. …"

Micro-Expression Recognition using Convolutional Variational Attention Transformer (ConVAT) with Multihead Attention Mechanism حسب 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. …"

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

"…This study introduces a hybrid deep learning model that combines 3D Convolutional Neural Networks (CNNs) with Long Short-Term Memory (LSTM) networks, incorporating residual connections and a soft spatial attention mechanism to overcome these limitations. …"

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

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

Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics حسب 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. …"

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

"…Yet, modeling the non-stationarity in EHR data has received less attention. …"

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

"…The best-fitting model included a general social attention factor and six specific factors. …"

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

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

Board changes and CEO turnover حسب Dah, Mustafa A.

"…For firms that decrease independence, the CEO turnover performance sensitivity significantly decreases following SOX. …"
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A slow but steady nanoLuc: R162A mutation results in a decreased, but stable, nanoLuc activity حسب Wesam S. Ahmed (10170053)

"…<p dir="ltr">NanoLuc (NLuc) <u>luciferase</u> has found extensive application in designing a range of <u>biologica</u><u>l</u><u> assays,</u> including <u>gene expression analysis</u>, protein-protein interaction, and protein conformational changes due to its enhanced brightness and small size. …"

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN حسب 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.…"

Notch Signaling Inhibition by LY411575 Attenuates Osteoblast Differentiation and Decreased Ectopic Bone Formation Capacity of Human Skeletal (Mesenchymal) Stem Cells حسب Nihal AlMuraikhi (6002234)

"…Global gene expression profiling of LY411575-treated cells revealed changes in multiple signaling pathways, including focal adhesion, insulin, TGFβ, IL6, and Notch signaling, and decreased the expression of genes associated with functional categories of tissue development. …"

Vocal Changes in Patients With Polycystic Ovary Syndrome حسب Hannoun, Antoine

"…There was no statistically significant difference in the acoustic parameters except for an increase in the relative average perturbation (P value = 0.035) and a decrease in maximum phonation time (P value = 0.001) in patients with PCOS. …"
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Essays on the effect of excess compensation and governance changes on firm value حسب Dah, Mustafa A.

"…This dissertation consists of three essays on the effect of excess compensation and corporate governance changes on the firm’s performance. The first paper utilizes a cost minimization stochastic frontier approach to investigate the efficiency of director total compensation. …"
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Metabolomics of Dynamic Changes in Insulin Resistance Before and After Exercise in PCOS حسب Anna Halama (545988)

"…While compering within the groups, no significant changes in the amino acid levels before and after exercise were observed. …"

Modulation of SLFN11 induces changes in DNA Damage response in breast cancer حسب Christophe Michel Raynaud (17449906)

Conceptual Skills in Leading Change: A Competence Approach to Public Sector Leadership حسب JASIM, ARIF FADHEL AHMED

"…Leaders’ capacity to think about abstract and complex ideas has long been acknowledged as essential to leadership tasks such as planning and analysis; however, because conceptualisation is often ambiguous and difficult to understand, many frameworks of leadership and change lack clarity on the actual significance of leaders’ conceptual skills when leading change. …"
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