Concordance of chronic conditions among the household members in Shanghai: a cross-sectional study by Jia He, Yingyi Qin, Yibin Guo, Yuanjun Tang, Cheng Wu, Xinji Zhang, Qian He

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Effects of Job Stress on Teachers Productivity in Primary Schools of Katuna Town Council in Kabale District. by Faida, Elias

“…Sampling will involve simple random sampling to select 108 participants from 127 target populations who were the teachers and Headteachers of Primary Schools in Kaduna Town Council. …”
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Adaptive federated learning for resource-constrained IoT devices through edge intelligence and multi-edge clustering by Fahad Razaque Mughal, Jingsha He, Bhagwan Das, Fayaz Ali Dharejo, Nafei Zhu, Surbhi Bhatia Khan, Saeed Alzahrani

“…This architecture enables edge AI nodes to collaborate, dynamically selecting significant nodes and optimizing global learning tasks with low complexity. …”
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The Application of Three Dimensional Digital Technologies in Historic Gardens and Related Cultural Heritage: A Scoping Review by Fangming Li, Cristiana Achille, Giorgio Paolo Maria Vassena, Francesco Fassi

“…By analyzing a curated selection of literature, this study assessed the current state of research, highlighting trends in publications, the geographic distribution of contributors, and the key technologies employed. …”
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MaMoReS: A Robust Tool for Evaluating Supply Chain Resilience Through Systematic Literature and Network Analysis by Leonardo Leoni, Saverio Ferraro, Alessandra Cantini, Rinaldo Rinaldi, Filippo De Carlo

“…Through content analysis and stringent selection of 15 resilience maturity models (ResMMs) via SLR, along with an SLNA on 6,474 sources, this method defines dimensions and sub-dimensions. …”
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Human autonomy teaming-based safety-aware navigation through bio-inspired and graph-based algorithms by Timothy Sellers, Tingjun Lei, Chaomin Luo, Zhuming Bi, Gene Eu Jan

“…An integral component of this system is the improved Node Selection Algorithm (iNSA), which utilizes the revised Grey Wolf Optimization (rGWO) for better adaptability and performance. …”
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An Industry Application of Secure Augmentation and Gen-AI for Transforming Engineering Design and Manufacturing by Dulana Rupanetti, Corissa Uberecken, Adam King, Hassan Salamy, Cheol-Hong Min, Samantha Schmidgall

“…Built on an LLM framework enhanced by RAG, the system performs similarity-based retrieval and part recommendations while preserving data privacy through selective obfuscation using the ROT13 algorithm. In collaboration with an industry sponsor, real-world testing demonstrated strong results: 88.4% for Answer Relevance, 92.1% for Faithfulness, 80.2% for Context Recall, and 83.1% for Context Precision. …”
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Identifying, categorizing and ranking performance indicators of schools using Q method by Seyed Mahmoud Jalilian, Shahnaz Naibzadeh, seyyed hasan hataminasab, seyed ali almodaresi

“…Ong et al, (2021) showed that performance evaluation is important for tracking teachers' productivity, their career development, providing a clearer career path, and helping teachers to improve job quality, provided that performance evaluation is based on accurate criteria and fair and collaborative evaluation and mutual communication between the manager and the teacher. …”
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A Systematic Review of the Microfinance Literature: An ADO-TCM Framework Approach by Bahman Khodapanah, Mohammad Bashokouh Ajirlou, Fariba Mesri

“…The sample for a meta-synthesis is drawn from selected qualitative studies based on their relevance to the research question (Walsh & Downe, 2005). …”
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Parkinson’s Disease Detection via Bilateral Gait Camera Sensor Fusion Using CMSA-Net and Implementation on Portable Device by Jinxuan Wang, Hua Huo, Wei Liu, Changwei Zhao, Shilu Kang, Lan Ma

“…Consequently, we developed a single-step segmentation method based on Savitzky–Golay (SG) filtering and a sliding window peak selection function, along with a Cross-Attention Fusion with Mamba-2 and Self-Attention Network (CMSA-Net). …”
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Land use/cover change simulation research: A system literature review based on bibliometric analyses by Meili Chen, Narimah Samat, Mohammad Javad Maghsoodi Tilaki, Liyuan Duan

“…Despite significant progress, challenges remain in data reliability, the selection and quantification of driving factors, and issues related to spatial and temporal scales. …”
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The Fact-Checking Initiatives in the EU: A Diverse Ecosystem Against Disinformation by Mar García-Gordillo, Rubén Rivas-de-Roca, Mathias-Felipe de-Lima-Santos

“…We explored topics such as content selection criteria, audience involvement, collaboration with stakeholders, dissemination practices, and the evolving role of AI in supporting these activities. …”
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Economic benefits of a rural distributed flood storage system by Antonio Arenas, Md Asif Rahman, Aaron Strong, Eric Tate

“…The inclusion of nonmonetary co-benefits such as improved water quality, landowner amenities, ecosystem services, and community collaboration would also strengthen the case for resilience cost-effectiveness.…”
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Improving the core functions of primary care in a Ugandan rural district by Innocent K. Besigye, Robert J. Mash

“…Results: Ongoing care was selected for intervention among the poorly performing primary care core functions. …”
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Advances in mesenchymal stem cell and exosome-based therapies for aging and age-related diseases by Hang Li, Lin Bai

“…Future research requires multidisciplinary collaboration to further elucidate the mechanisms of action and develop optimized therapeutic strategies for the prevention and treatment of age-related pathologies using MSCs and MSC-Exos.…”
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Joint Optimization of Multi-Period Empty Container Repositioning and Inventory Control Based on Adaptive Particle Swarm Algorithm by Jiaxin Cai, Ying Huang, Cuijie Diao, Zhihong Jin

“…By adopting the strategy, the selection of repositioning paths and inventory resource allocation are synergistically optimized to balance unit empty container rental costs, inventory costs, and repositioning costs. …”
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AI Roles in 4R Crop Pest Management—A Review by Hengyuan Yang, Yuexia Jin, Lili Jiang, Jia Lu, Guoqi Wen

“…Future research should focus on scalable AI solutions, interdisciplinary collaborations, and real-world validation to enhance AI-driven pest management in field crops.…”
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Barriers, Drivers, and Social Considerations for AI Adoption in Supply Chain Management: A Tertiary Study by Johannes Hangl, Viktoria Joy Behrens, Simon Krause

“…<i>Methods</i>: The methodology used for this meta-study is based on Kitchenham and Charters guidelines, resulting in a selection of 44 literature reviews published between 2000 and 2021. …”
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All aboard the 'Elephant Express', a practical solution for human-elephant coexistence by Anna Songhurst, Makata Baitseng, Jennifer Lalley, Sarah Lupton, Maipelo Molathegi, Ohitiseng Mosupi, Botshelo Sensinyi, Amanda Stronza, Tracey Taylor, Graham McCulloch

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Multi-Class Skin Cancer Classification Using a Hybrid Dynamic Salp Swarm Algorithm and Weighted Extreme Learning Machines with Transfer Learning by Ramya Panneerselvam, Sathiyabhama Balasubramaniam

“…The DSSA, the best feature selection algorithm enhances the classification accuracy of the WELM. …”
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