Fault Detection Method Using Auto-Associative Shared Nearest Neighbor Kernel Regression for Industrial Processes by Minseok Kim, Eunkyeong Kim, Seunghwan Jung, Baekcheon Kim, Jinyong Kim, Sungshin Kim

“…However, conventional methods focus on reactive maintenance, limiting their ability to detect faults before escalation. Additionally, fault propagation in large-scale systems can degrade detection performance. …”
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Research on Mobile Advertising Users' Propagation Ability Evaluation based on the Neutrosophic Cubic Number Multiple-Attribute Decision-Making by Minming Weng, Ying Long

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Design and implementation of a data sharing API for supporting urban governance schemes in environmental and traffic monitoring by Lasith Niroshan, Sarbast Moslem, Francesco Pilla

“…This paper discusses the architecture, functionality, and impact of the API, demonstrating its ability to enhance data-driven decision-making for sustainable and efficient cities. • Developed a unified API that integrates real-time air quality, noise, and traffic data from diverse sensors to support comprehensive urban data-sharing. • Enables four key urban governance schemes—User Demand, Transport, Freight and logistics, and City Infrastructure Planning—through accurate, integrated environmental and traffic data. • Bridges technical innovation and practical application, enhancing data-driven decision-making for sustainable, efficient urban management.…”
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Optimisation Strategy for Electricity–Carbon Sharing Operation of Multi-Virtual Power Plants Considering Multivariate Uncertainties by Jun Zhan, Mei Huang, Xiaojia Sun, Yubo Zhang, Zuowei Chen, Yilin Chen, Yang Li, Chenyang Zhao, Qian Ai

“…Under the goal of “dual carbon”, the power market and carbon market are developing synergistically, which is strongly promoting the transformation of the power system in a clean and low-carbon direction. In order to realise the synergistic optimisation of multi-virtual power plants, economic and low-carbon operation, and the reasonable distribution of revenues, this paper proposes a multi-VPP power–carbon sharing operation optimisation strategy considering multiple uncertainties. …”
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Link-Level Evaluation of Uplink Cell-Free MIMO in 5G NR Over Frequency-Selective Channels by Mostafa Rahmani Ghourtani, Junbo Zhao, Yi Chu, Hamed Ahmadi, David Grace, Robert G. Maunder, Alister Burr

“…We also compare the results of the CF-MIMO system with a co-located antenna scenario, serving as the baseline for a traditional MIMO system, and confirm that the CF-MIMO system achieves superior performance due to its spatial diversity advantages. …”
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An Improved Droop-Based Adaptive Virtual Impedance for Accurate Power Sharing Among Multiple DGs in Islanded Microgrid by Ahmed M. Abouassy, Hamoud Alafnan, Diaa-Eldin A. Mansour, Abdullah Albaker, Tamer F. Megahed

“…Accurate power sharing in islanded microgrids (MGs) is essential to preserve the system stability and deliver the required load power. …”
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Optimizing Industrial IoT Data Security Through Blockchain-Enabled Incentive-Driven Game Theoretic Approach for Data Sharing by Muhammad Noman Sohail, Adeel Anjum, Iftikhar Ahmed Saeed, Madiha Haider Syed, Axel Jantsch, Semeen Rehman

“…However, traditional centralized computing systems involve single points of failure. To mitigate these challenges, we have proposed a secure and incentive-based data-sharing framework for IIoT systems using blockchain technology. …”
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A Hybrid Enhancement Artificial Bee Colony Algorithm for High-efficiency Service Selection by ZHANG Hong-guo, CHEN Yang, MA Chao, FANG Zhou, HUANG Hai

“…The algorithm enhances the exploration and development capabilities of the bee colony by increasing the ability of information sharing between bee colonies. …”
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Value Propositions for Digital Shared Medication Plans to Boost Patient–Health Care Professional Partnerships: Co-Design Study by Benjamin Bugnon, Francesca Bosisio, Alain Kaufmann, Pascal Bonnabry, Antoine Geissbuhler, Christian von Plessen

“…Participants discussed types of patient involvement in editing shared information and emphasized the importance of tailoring SMPs to individual abilities and preferences to foster health equity. …”
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Evaluating implementation research outcomes for a task-sharing mental health intervention: A systematic review of the Friendship Bench by John Patena, Deborah Adenikinju, Priyanka Lanka, Tania Hameed, Sumedha Kulkarni, Nana Osei-Tutu, Sophia Zuniga, Christina Ruan, Shivani Shenoy, Diksha Thakkar, Elizabeth Noble, Brian Angulo, Dorice Vieira, Joyce Gyamfi, Emmanuel Peprah

“…Conversely, barriers include a lack of a reliable mental health system, limitations in its ability to treat more serious mental conditions, and mental health stigma. …”
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Assessment of Academic Performance: A Shared Experience from Jazan Faculty of Medicine, Saudi Arabia, and a Proposal for Systematic Monitoring and Evaluation by Ibrahim M. Gosadi, Anwar M. Makeen

“…Settings and Design: In this report, we share our experience in Jazan University Faculty of Medicine to propose a low-cost system to monitor and evaluate the academic performance. …”
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The Canadian Geospatial Data Infrastructure and health mapping by Sheng Gao, Darka Mioc, Xiaolun Yi, François Anton, Eddie Oldfield, David J. Coleman

“…Due to the recent outbreak of SARS and the danger of pandemic Bird Flu, the ability to strengthen health surveillance and disease control is a growing need among governments. …”
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A novel dilated weighted recurrent neural network (RNN)-based smart contract for secure sharing of big data in Ethereum blockchain using hybrid encryption schemes by Swetha S, Joe Prathap P M

“…In the decentralized framework, the big data sharing puts a burden on the internal nodes among the receiver and sender and also creates the congestion in network. …”
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Legitimizing incapacity: discursive choices in Norwegian sickness certificates by Egidio Niclas D’Angelo, Ralf Kirchhoff, Kristin Halvorsen

“…Abstract Background In Norway’s welfare system, General Practitioners (GPs) issue sickness certificates (SCs) to document patient’s inability to work. …”
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Genetic determination of high productivity in experimental hybrid combinations of sugar beet (Beta vulgaris L.) by М. О. Корнєєва, О. В. Ненька

“…The authors have studied the frequency of occurrence of sugar beet heterotic hybrid combinations for «sugar yield» trait created on the basis of two pollinator lines to be genetically valuable for productivity elements, CMS lines and single-cross sterile hybrids with the use of diallel and topcrossing system of controlled hybridization. The share of parental components’ effect and their interaction in CMS hybrids variability for productivity was determined. …”
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IMPROVEMENT OF THE TAX ADMINISTRATION SYSTEM IN RUSSIA by V. A. Tsvetkov, A. A. Shut’kov, M. N. Dudin, N. V. Liasnikov

“…There are selected number of latent factors that limit the ability (and, consequently, reduce the efficiency) of the tax administration in small and medium business. …”
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Case Report: Unresectable recurrent nasopharyngeal cancer treated with immuno oncology by Fabiano Flauto, Rosa Maria Di Crescenzo, Vincenzo Damiano

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Effects of Economic Freedom on Subjective Well-Being by Alexandra-Cristina Sirbu, Andreea-Oana Iacobuță-Mihăiță, Mircea Asandului, Madalina-Maria Brezuleanu

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Moving beyond audit: driving system learning using a novel mortality classification system in a tertiary training hospital in Kenya by Richard E Davis, Mary B Adam, Mardi Steere, Evelyn Mbugua, Faith Mailu

“…The clarity of classification rubrics embedded in a mortality classification system provides the shared basis for discussion and comparison of results. …”
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L’interopérabilité culturelle et l’interculturalité by Reine Al Sahyouni Bou Fadel

“…Within this intercultural world where information and communications technology is now a significant evolutionary factor integrated with knowledge sharing, interoperability and cooperation underpin our ability to collaboratively mobilize, understand the value of cultural diversity, ensure the interoperability of systems and internal and external norms, and establish an effective and lasting framework for sharing good practices.…”
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