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Immersive virtual reality to enforce teaching in engineering education
منشور في 2022"…In addition, the course outcomes related to project design were better achieved in VR approach. …"
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102
A Survey of Deep Learning Approaches for the Monitoring and Classification of Seagrass
منشور في 2025"…Deep learning approaches have made significant progress in digital image processing, particularly in object recognition and classification, and are among the most popular computer vision tools. …"
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103
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data
منشور في 2022"…Specifically, our numerical results highlight the effectiveness of our approach and its ability to provide 4–6% increase in the classification accuracy, with respect to hierarchical FL schemes that consider distance-based user assignment. …"
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VisioDECT: a novel approach to drone detection using CBAM-integrated YOLO and GELAN-E models
منشور في 2025"…This improvement in spatial and channel attention significantly boosts detection performance, particularly for small and occluded drones. …"
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Noise2Weight: On detecting payload weight from drones acoustic emissions
منشور في 2022"…<p>The increasing popularity of autonomous and remotely-piloted drones has paved the way for several use-cases and application scenarios, including merchandise delivery, surveillance, and warfare, to cite a few. …"
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A Multi-Channel Convolutional Neural Network approach to automate the citation screening process
منشور في 2021"…<p dir="ltr">The systematic literature review (SLR) process is separated into several steps to increase rigor and reproducibility. The selection of primary studies (i.e., citation screening) is an important step in the SLR process. …"
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ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks
منشور في 2022"…Two well-known problems related to device mobility are handover prediction and access point selection. …"
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A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
منشور في 2024"…The hardware performance simulation indicates that the memristive all-inclusive hypernetwork costs slightly more resource consumption (nearly the same in power, 22 % ∼ 25 % increase in Latency, 1 . 5 × in Area) relative to the individual deployment, which is reasonable and may reach a tolerable trade-off deployment scheme for industrial scenarios.…"
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A Diffusion-Based Probabilistic Ultra-Short-Term Solar Power Prediction Using the Sky Image Sequences
منشور في 2025"…<p dir="ltr">The inherently unpredictable nature of solar power generation, primarily due to rapidly changing cloud cover, poses a significant challenge to the operation of solar-integrated energy systems. …"
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A Framework for Multi-cloud Cooperation with Hardware Reconfiguration Support
منشور في 2013"…Cloud computing is increasingly becoming a desirable and foundational element in international enterprise computing. …"
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How does varying the number of personas affect user perceptions and behavior? Challenging the ‘small personas’ hypothesis!
منشور في 2022"…Our study results from eye-tracking and survey data suggest that when using interactive persona systems, the number of personas can be increased from the conventionally suggested ‘less than ten’, without significant negative effects on user perceptions or task performance, and with the positive effects of increasing engagement with the personas, having a more diverse representation of the end-user population, as well as users accessing personas from more varied demographic groups for a design task. …"
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Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection
منشور في 2024"…<p dir="ltr">Given the severity of waste pollution as a major environmental concern, intelligent and sustainable waste management is becoming increasingly crucial in both developed and developing countries. …"