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Enhancing Pneumonia Diagnosis Through AI Interpretability: Comparative Analysis of Pixel-Level Interpretability and Grad-CAM on X-ray Imaging With VGG19
Published 2025-01-01“…VGG19 is applied to classify a query image, and both PLI and Grad-CAM are used to interpret the classification decisions. The study evaluates these interpretability methods across multiple dimensions: computational efficiency, diagnostic performance, explanation continuity, calibration accuracy, robustness to training parameters, and feedback from medical experts. …”
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Cost Estimation of Construction Projects under Risk and Cost-Influencing Factors
Published 2025-10-01Get full text
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Hybrid POF-VLC Systems: Recent Advances, Challenges, Opportunities, and Future Directions
Published 2025-01-01Get full text
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9327
New Heuristics Method for Malicious URLs Detection Using Machine Learning
Published 2024-09-01Get full text
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Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models
Published 2024-12-01“…The water yield in scarce-data areas was evaluated under the Preliminary and Modified scenarios, and the comparison of the empirical findings obtained in this study with those of the alternative models revealed that the proposed hybrid model had better performance and more accurate prediction capabilities. …”
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Forecasting Road Accidents Using Deep Learning Approach: Policies to Improve Road Safety
Published 2024-10-01Get full text
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9331
Fractal Fuzzy-Based Multi-criteria Assessment of Sustainability in Rare Earth Use for Hydrogen Storage
Published 2025-08-01Get full text
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9332
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization
Published 2024-12-01“…This method aims to replace costly computational fluid dynamics (CFD) and structural mechanics calculations, thus reducing AUH optimization costs. …”
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A Novel Hybrid Method Using Grey Wolf Algorithm and Genetic Algorithm for IoT Botnet DDoS Attacks Detection
Published 2025-03-01“…Abstract The Internet of Things (IoT) is a vast network of interconnected physical objects that has improved the conditions for a computer-based physical world and improved efficiency. …”
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User Experience Techniques Adopted by Brazilian Game Development Studios: An Exploratory Study
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“Always check important information!” - The role of disclaimers in the perception of AI-generated content
Published 2025-05-01Get full text
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Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production
Published 2025-12-01“…This study investigates the effects of grid refinement in Computational Fluid Dynamics (CFD) SOEC simulations and the possibilities of accelerating convergence times. …”
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XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI
Published 2025-01-01Get full text
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