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A clustering metaheuristic for large orienteering problems
Published 2022“…The Orienteering Problem is a challenging NP-hard problem, such that obtaining optimal or near optimal solutions usually requires a significant amount of computation for large and even moderately large instances. …”
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A GRASP Approach for Solving Large-Scale Electric Bus Scheduling Problems
Published 2021“…The problem is modelled using a mixed integer program (MIP) in which the charging time of an EB is pertinent to the battery’s state-of-charge level. To be able to solve large problem instances corresponding to real-world applications of the model, a metaheuristic approach is investigated. …”
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LCDnet: a lightweight crowd density estimation model for real-time video surveillance
Published 2023“…<p dir="ltr">Automatic crowd counting using density estimation has gained significant attention in computer vision research. As a result, a large number of crowd counting and density estimation models using convolution neural networks (CNN) have been published in the last few years. …”
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MSD-NAS: multi-scale dense neural architecture search for real-time pedestrian lane detection
Published 2023“…However, they lack practicality for real-time pedestrian lane detection due to non-optimal accuracy, speed, and model size trade-off. …”
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An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise
Published 2023“…Training is done using a large benchmark PCG dataset mixed with physiological noise, i.e., breathing sounds. …”
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Global, regional, and national progress towards Sustainable Development Goal 3.2 for neonatal and child health: all-cause and cause-specific mortality findings from the Global Burd...
Published 2021“…Given the widespread effects of COVID-19, considerable effort will be required to maintain and accelerate progress.</p><p><br></p><h3>Funding</h3><p dir="ltr">Bill & Melinda Gates Foundation.…”
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Myeloid Cells in Circulation and Tumor Microenvironment of Colorectal Cancer Patients with Early and Advanced Disease Stages
Published 2020“…We found high levels of granulocytic myeloid cells (GMCs) in whole blood, but their levels were significantly lower in PBMCs. Importantly, we found significantly higher levels of GMCs in the TME compared to NT. …”
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Automated Detection of Colorectal Polyp Utilizing Deep Learning Methods With Explainable AI
Published 2024“…Addressing these issues, we extensively employed various configurations of the state-of-the-art YOLOv8 (n-nano, s-small, m-medium, l-large, and x-extra-large) models for effective polyp localization. …”
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PublicVision: A Secure Smart Surveillance System for Crowd Behavior Recognition
Published 2024“…Experiment analysis and real-time inference using DeepStream Software Development Kit (SDK) proved that the proposed system has significant implications for public safety, security, and crowd management in various contexts, including public spaces, transportation hubs, and large-scale events.…”
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Nasturtium officinalis water extract. (c2009)
Published 2009Get full text
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masterThesis -
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SBA-XACML
Published 2015“…Policy-based computing is taking an increasing role in providing real-time decisions and governing the systematic interaction among distributed Web services. …”
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Scheduling IoT Requests to Minimize Latency in Fog Computing
Published 2017Get full text
doctoralThesis -
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Artificial Intelligence Frameworks for Sentiment Variations’ Reasoning and Emerging Topic Detection
Published 2021“…Subsequently, the selected classifier is applied on a real-life large Twitter dataset, which includes around two million tweets, to extract positive/negative/neutral sentiments. …”
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Set-based approach for efficient evaluation and analysis of XACML policies. (c2014)
Published 2014Get full text
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masterThesis -
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PermGuard: A Scalable Framework for Android Malware Detection Using Permission-to-Exploitation Mapping
Published 2024“…Designed for scalability, PermGuard can handle large and continuously growing datasets, making it suitable for real-world applications. …”
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Performance and durability of anti-soiling and anti-reflective coatings for photovoltaic systems in desert climates
Published 2025“…<p>The efficiency of photovoltaic (PV) systems is significantly hindered by soiling, especially in desert climates where dust accumulation on PV surfaces is prevalent and reduces light transmission and increases maintenance costs. …”