Risk of AI Algorithmic Discrimination Embedded in Government Data Governance and Its Prevention and Control by PENG Lihui, ZHANG Qiong, LI Tianyi

“…[Results/Conclusions] The results of the study show that while the embedding of AI technology in government data governance has significantly improved the efficiency and accuracy of governance, it comes with a risk of algorithmic discrimination that cannot be ignored. …”
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Enhanced framework for credit card fraud detection using robust feature selection and a stacking ensemble model approach by Rahul Kumar Gupta, Asmaul Hassan, Samir Kumar Majhi, Nikhat Parveen, Abu Taha Zamani, Raju Anitha, Binayak Ojha, Abhinav Kumar Singh, Debendra Muduli

“…The outcomes highlight the model's proficiency in properly identifying fraudulent transactions while reducing false positives. The proposed method provides a viable alternative for secure and efficient credit card fraud detection in the contemporary digital economy, characterized by high accuracy and real-time scalability.…”
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Design, Construction, and Evaluation of an Automatic Feeder Control System for Sugarcane Billet Planters by B. Abbasian, M. E. Khorasani Ferdavani, H. Zaki Dizaji

“…The load cell control method emerged as the most effective solution, successfully eliminating the need for operators while ensuring high standards of planting quality and efficiency. …”
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Research on Mobile Agent Path Planning Based on Deep Reinforcement Learning by Shengwei Jin, Xizheng Zhang, Ying Hu, Ruoyuan Liu, Qing Wang, Haihua He, Junyu Liao, Lijing Zeng

“…For mobile agent path planning, traditional path planning algorithms frequently induce abrupt variations in path curvature and steering angles, increasing the risk of lateral tire slippage and undermining operational safety. Concurrently, conventional reinforcement learning methods struggle to converge rapidly, leading to an insufficient efficiency in planning to meet the demand for energy economy. …”
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Controlling solidification cracks in laser beam welding of AA6005 using Al2O3 and TiC nanoparticles dispersed in a Cu coating by M.H. Khan, S. Jabar, T.I. Khan, H.R. Kotadia, P. Franciosa

“…Laser beam welding is a critical joining method for wrought 6xxx series aluminium (Al) alloys; however, its broader adoption is hindered by the susceptibility to solidification cracking, which undermines weld integrity and restricts the production of high-quality joints. …”
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Good Governance and Seigniorage in a Selected OPEC Countries and Iran by ALI Rashid Shamkhal, Kambiz Paykarjou, beitollah Akbari Moghaddam

“…Good governance has several positive effects on government revenues and efficiency. While the use of seigniorage may initially appear as a natural right of governments, if it leads to a faster growth rate of money compared to economic growth, it can result in inflation and impose inflationary taxes. …”
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Quantum State Estimation for Real-Time Battery Health Monitoring in Photovoltaic Storage Systems by Dawei Wang, Liyong Wang, Baoqun Zhang, Chang Liu, Yongliang Zhao, Shanna Luo, Jun Feng

“…The growing deployment of photovoltaic (PV) and energy storage systems (ESSs) in power grids has amplified concerns over component degradation, which undermines efficiency, increases costs, and shortens system lifespan. …”
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Examining the Influence of the Shadow Economy on the Performance of Financial Markets and the Banking Sector in BRICS Countries: A Panel SUR Approach by Jaber Hasan Mhejir, Samad Hekmati Farid, Ali Reza Zadeh, Yousef Mohammad Zadeh

“…The diversion of financial and banking resources to shadow economic activities impairs the allocation of these resources to productive and formal endeavors, potentially undermining the efficiency of financial and banking operations. …”
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AI meets academia: the fire model's vision for enhanced learning by Nancy Mohamed Afifi

“…AI's capacity to generate complex written outputs poses significant challenges to traditional evaluation methods and potentially undermines the development of critical thinking. …”
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Methodology and Application of Adaptive and Sequential Approaches in Contemporary Clinical Trials by Zhengjia Chen, Yichuan Zhao, Ye Cui, Jeanne Kowalski

“…The application of adaptive and sequential methods in clinical trials has significantly improved the flexibility, efficiency, therapeutic effect, and validity of trials. …”
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The long-run anthropogenic incidence on climate change, air pollution, water scarcity, and contribution to global warming in Morocco by Hamdi El Asli, Mohamed Azeroual

“…Consclusions: Morocco's environmental sustainability (ES) is compromised by anthropogenic processes driven by affluence, demographics, and trade openness, and requires the efficient and effective implementation of policies outlined in a climate action roadmap for all stakeholders..…”
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Evaluation of risk-based antigen and antibody surveillance strategies and their association with HPAI outbreaks in South Korean duck farms by Saleem Ahmad, Dae Sung Yoo

“…However, the effectiveness of these strategies—especially in terms of testing frequency, timing, and spatial alignment with outbreak risks—remains under-evaluated.MethodsThis study analyzed antigen and antibody surveillance data from South Korean duck farms between 2019 and 2022. …”
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Gender and Gender Inequalities: Elucidating the Role of Supervisor–Employee Gender Congruence Through United States Survey Results by Kuk-Kyoung Moon, Jaeyoung Lim

“…Gender inequalities in the workplace present a profound challenge, undermining not only the psychological well-being and performance of employees but also the fabric of organizational justice and efficiency. …”
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Thematic Analysis of Factors Influencing Helmet Non-Use among Motorcyclists in Gorgan by Vajihe Jalaeian Bakhshande, Seyes Rasoul Davoodi

“…Introduction In today's world, urban expansion and evolving lifestyles have accelerated the pace of life, making efficiency increasingly important. With population growth and these changes, the use of motorcycles has surged, particularly in the northern provinces of the country, including Golestan Province. …”
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Influence of Dynamic Magnetic Field Exposure Duration on the Germination and Growth of Khao Dawk Mali 105 Rice Seed by Tiwanat Gaewsondee, Cherdpong Chiawchanwattana, Phirayot Khaengkan, Juckamas Laohavanich, Chanat Vipattanaporn, Suphan Yangyuen

“…Magnetic field (MF) priming provides a chemical-free alternative to conventional methods; however, static exposure approaches are often limited by spatial heterogeneity in field–seed interaction caused by fixed seed positioning, undermining both treatment uniformity and reproducibility. …”
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Public–private partnership in pipelining science of acute care ecosystem: Insights from Taiwan's Presidential Hackathon by Chao‐Wen Chen, Yung‐Sung Yeh, Ta‐Chien Chan, Yi‐Syuan Wu

“…This disorganization undermined collaboration and response efficiency. Methods Taiwan's Presidential Hackathon introduced an innovative approach to improving the trauma system by integrating digital pipeline science through public–private partnerships (PPPs). …”
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Decentralized biobanking platform for organoid research networks by Marielle Gross, Marielle Gross, Ananya Dewan, Mario Macis, Mario Macis, Eve Budd, M. Eifler, Olayinka Odeniran, Jeff Kahn, Jeff Kahn, Jeff Kahn, Robert Clell Miller, Robert Clell Miller, William Sanchez

“…IntroductionOrganoids are living, patient-derived tumor models that are revolutionizing precision medicine and drug development, however current privacy practices strip identifiers, thereby undermining ethics, efficiency, and effectiveness for patients and research enterprises alike. …”
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Rethinking the potential of urban agriculture as a climate resilience strategy: Evidence from Accra, Ghana by Gideon Baffoe, Philip Antwi-Agyei

“…Stakeholder perspectives indicate that UA contributes to resilience through localized food production that supports nutritional security, the use of treated wastewater to enhance water efficiency, and the maintenance of green cover that buffers against urban heat and flooding. …”
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AS-TBR: An Intrusion Detection Model for Smart Grid Advanced Metering Infrastructure by Hao Ma, Yifan Fan, Yiying Zhang

“…A significant challenge in AMI traffic data is the severe class imbalance, where existing methods tend to favor majority class samples while neglecting the detection of minority class attacks, thereby undermining the overall reliability of the detection system. …”
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Workplace Incivility and Job Alienation: Analyzing the Mediating Role of Social Capital and the Moderating Role of Psychological Capital by Fariborz Fathi Chegeni, Mostafa OmidNezhad

“…Social capital in the workplace refers to a network of relationships built on mutual trust, cooperation, knowledge sharing, and shared norms, all of which enhance organizational cohesion and efficiency. Workplace incivility undermines trust, the foundation of social capital. …”
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