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    A Novel Method for Traffic Parameter Extraction and Analysis Based on Vehicle Trajectory Data for Signal Control Optimization by Yizhe Wang, Yangdong Liu, Xiaoguang Yang

    Published 2025-06-01
    “…The method comprises five modules: data preprocessing, basic feature processing, exploratory data analysis, key feature extraction, and data visualization. …”
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    FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution by Hefei Wang, Ruichun Gu, Jingyu Wang, Xiaolin Zhang, Hui Wei

    Published 2025-01-01
    “…Through the organic fusion of these two modules, the FedBFGCN achieves efficient, robust, and more comprehensive node embedding representation, demonstrating excellent performance in node classification and prediction tasks. …”
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    Asthma prevalence and risk factors in Poonch and Rajouri districts, India: an epidemiological and geospatial analysis by Arshad Ahmed, Kheraj, Jorge Rocha, Alireza Mohammadi

    Published 2025-07-01
    “…Abstract Asthma is a significant global health issue, especially in high-altitude areas where unique environmental conditions and socioeconomic disparities may elevate disease risk and severity. …”
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    Revealing the Potential of Solamargine for Anti Metastasis and Angiogenesis Inhibition in Nasopharyngeal Carcinoma by Tang X, Ma C, Ren Y, Lv Y, He Y, Han L, Wu J

    Published 2025-04-01
    “…Network pharmacology and GO-KEGG analyses identified key targets and pathways, suggesting SM’s anti-NPC effects through multiple mechanisms.Discussion: SM inhibits NPC cell invasion and migration by regulating EMT, suppressing angiogenesis, and modulating key pathways. These findings highlight SM’s potential as an anti-cancer agent for NPC and provide new insights into its mechanisms. …”
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    Enhancing health workforce capacity through life skills-based interventions: evidence from Pakistan on reducing gender-based violence by Tazeen Saeed Ali, Ambreen Merchant, Warisha Qamar, Zahid Ali Memon, Rubina Barolia, Zulfiqar A Bhutta

    Published 2025-08-01
    “…Abstract Background Gender-based violence is a pervasive issue in Pakistan, necessitating effective interventions to enhance the responsiveness of healthcare workers’ capacity to respond effectively to Gender-based violence. …”
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    An intervention framework for the adoption of solar home system technology in rural Vhembe district, South Africa by Ranganai Chidembo, Joseph Francis, Simbarashe Kativhu

    Published 2024-12-01
    “…The decreasing prices of solar modules from 2010 have made Solar Home Systems Technology (SHST) increasingly attractive compared to other renewable energy technologies. …”
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