Development and Validation of a Class Imbalance-Resilient Cardiac Arrest Prediction Framework Incorporating Multiscale Aggregation, ICA and Explainability by Iffa Afsa C M (22304104)

“…Results: The proposed model demonstrates resilience to data imbalance and enhances explainability through SHapley Additive exPlanations (SHAP), Partial Dependence Plots (PDP), and Individual Conditional Expectation (ICE) across varying time windows. …”

First‐Order River Delta Morphology Is Explained by the Sediment Flux Balance From Rivers, Waves, and Tides by Tejedor, Alejandro

“…We define three metrics to capture the first-order morphology of deltas (shoreline roughness, number of distributary channel mouths, and presence/absence of spits), and use a recently developed sediment flux framework to quantify the river-marine influence. Through analysis of simulated and field deltas we quantitatively demonstrate the relationship between sediment flux balance and delta morphology and show that the flux balance accounts for at least 35% of the variance in the number of distributary channel mouths and 42% of the variance in the shoreline roughness for real-world and simulated deltas. …”
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Microwave Triggered Release of Doxorubicin from Metal-organic Frameworks by Fatima, Syeda Fiza

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Multi-level framework of push-pull entrepreneurship by Zgheib, Philippe

“…Originality/value The dynamic interplay of micro, meso, and macro levels of the integrated framework of gender entrepreneurship is taken into further depth by exploring the gender autonomy debate, and highlighting creativity and non-conformity within the push-pull framework of entrepreneurship. …”
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Transforming Dermatopathology With AI: Addressing Bias, Enhancing Interpretability, and Shaping Future Diagnostics by Diala Ra'Ed Kamal Kakish (22330627)

“…To evaluate how AI mitigates biases, improves interpretability, and promotes inclusivity in dermatopathology while highlighting novel technologies like multimodal models and explainable AI (XAI).</p><h3>Results</h3><p dir="ltr">AI‐driven tools demonstrate significant improvements in diagnostic precision, particularly through multimodal models that integrate histological, genetic, and clinical data. …”

Frugal Entrepreneurship: Profiting With Inclusive Growth by Mokter Hossain (14634969)

“…Using an inductive research approach with multiple cases, we build a framework that explains constraints, drivers, and outcomes of the FE. …”

Seeing is smelling: Pictures improve product evaluations by evoking olfactory imagery by Varun Sharma (4971478)

“…We therefore present a theoretical framework that explains how pictures on packages and in advertisements can evoke imagined scents (olfactory imagery), thereby improving evaluations and increasing choice shares, without delivering any actual scent. …”

Student Wellbeing Conceptualisation and Practice: Policy Overview, Stakeholders’ Perceptions and a Proposed Evaluation Tool for UAE Private Schools by DHAOUI, SAMIA

“…Factor analysis findings indicate five main latent factors underline the conceptualisation domain and explain 75.099% of the total variance, whilst five main latent factors underline the practices domain and explain 71.407% of the total variance. …”
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A Thesis in the Use of Computer Assisted Language Learning in a Whole Language Contest by Ward, Jason

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Salp swarm algorithm: survey, analysis, and new applications by Abualigah, Laith

“…The benefits of the proposed algorithms in addressing real-world issues with challenging and unknown search areas are demonstrated by the outcomes of real-world case studies. …”
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A novel virtual patient approach for cross-patient multimodal fusion in enhanced breast cancer detection by Younes Akbari (16303286)

“…Cross-patient multimodal fusion demonstrated significant improvements over single-modality approaches. …”

The Effect of Indoor Air Quality on Occupants’ Health and Performance in Office Buildings in Dubai by AlSumaiti, Abeer

“…This paper is a research document that demonstrates the importance of indoor air quality control on the employees’ health, performance and productivity. …”
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