Comparative analysis of machine learning algorithms for money laundering detection by Sunday Adeola Ajagbe, Simphiwe Majola, Pragasen Mudali

“…The findings underscore the potential of ML algorithms capability to combat money laundering and indeed enhance anti-money efforts and offer financial institutions a powerful, resource-efficient method for fraud detection in large-scale transaction environments.…”
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Contextual Vulnerability Should Guide Fair Subject Selection in Xenotransplantation Clinical Trials by Gianna Strand

“…Scientists have explored xenotransplantation methods for decades, but research with vital organ xenotransplants has been in largely haphazard and non-controlled studies, which demonstrated only short-duration survival for recipients.…”
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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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Transparent and Privacy-Preserving Mobile Crowd-Sensing System with Truth Discovery by Ruijuan Jia, Juan Ma, Ziyin You, Mingyue Zhang

“…Furthermore, theoretical analysis and extensive experiments demonstrate that this scheme is secure and efficient.…”
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Reconciling fiscal decentralization, environmental protection expenditures, and stringent regulations with the ecological priorities of the European Union by Elma Satrovic, Oluwatoyin Abidemi Somoye, Banji Rildwan Olaleye, Joseph Nembo Lekunze

“…In addition, import diversification also spurs environmental sustainability, with more substantial impacts on less energy and carbon–efficient nations. Furthermore, the MMQR outcomes divulged that fiscal decentralization (all indicators) endorsed the environmental deterioration of EU members, undermining the achievement of ecological urgencies. …”
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Prospects and Challenges of Green Practices Adoption by Manufacturing Companies in Ogun State, Nigeria by SOLAJA Oludele Mayowa

“…The quantitative data were analyzed using descriptive statistical method while the qualitative data were analyzed using qualitative content analysis. …”
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Decentralized Biobanking Apps for Patient Tracking of Biospecimen Research: Real-World Usability and Feasibility Study by William Sanchez, Ananya Dewan, Eve Budd, M Eifler, Robert C Miller, Jeffery Kahn, Mario Macis, Marielle Gross

“… BackgroundBiobank privacy policies strip patient identifiers from donated specimens, undermining transparency, utility, and value for patients, scientists, and society. …”
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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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Impact softening performance of low melting point alloy/copper foam composite phase change materials by Jingjing Song, Minzu Liang, Yuliang Lin, Leilei Wu, Jiakai Guo, Wen Liang, Yuwu Zhang

“…The deformation failure mechanism and the strain rate softening effect of low melting point alloy/copper foam composite phase change material (CPCM) under impact loading were investigated using a macro-fine-micro multi-scale analysis method. The consequences of strain rate and relative density on the dynamic response of CPCM were experimentally examined using Split-Hopkinson-Pressure-Bar methods. …”
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Path and Practice of Gap Management in National Parks: A Comparison Between China and the US and Inspirations Therefrom by Yun MA, Siyuan HE

“…Additionally, China may learn from the institutional tools used in the US for managing gaps on federal lands, and select and combine these tools to increase the efficiency and effectiveness of national park protection.…”
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Context of Institutional Trust Erosion: An Inquiry into Workers' Experiences in Accessing Support and Welfare Institutions by Mohadeseh Zia Naserani, Hossein Afrasiabi, SeyedAlireza Afshani, Hamid Ebadollahi-Chanzanagh

“…Institutional trust emerges when citizens perceive government institutions as accountable, efficient, benevolent, predictable, open, transparent, fair, and honest. …”
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A Sociological study of the Relationship between Smartphone Addiction and Phubbing Case Study18-29 Year Old Females of Ramhormoz City by Ali Boudaghi, Ali Hossein Hosseinzadeh, Sayedeh Sara Mousavi Moghadam

“…Using Cochran's formula and the cluster sampling method, 370 people were selected as the study sample. …”
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Educational Stress and Artificial Intelligence Tools: A Study of International Students’ Experiences in Spanish Higher Education by Aida Mehrad, Mohammad Hossein Tahriri Zangeneh, Meriem Bouzedif, Neema George Rweramila

“…Employing quantitative methods, the research investigates students’ experiences with AI-powered educational technologies. …”
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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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A Comprehensive Review of MI-HFE and IPHFE Cryptosystems: Advances in Internal Perturbations for Post-Quantum Security by Yong Wang, Lingyue Li, Ying Zhou, Huili Zhang

“…The advent of fully operational quantum computers could enable the execution of Shor’s algorithm, which efficiently factors large integers and undermines the security of RSA and other cryptographic systems reliant on discrete logarithms. …”
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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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Factors that influence recruitment to COVID-19 vaccine trials: a qualitative evidence synthesis by Linda Biesty, Sarah Sheehan, Pauline Meskell, Maura Dowling, Claire Glenton, Sasha Shepperd, Xin Hui S. Chan, Rebecca Cox, Declan Devane, Andrew Booth, Catherine Houghton

“…These adaptive methods allow for modifications to the trial procedures without undermining the trial’s integrity, making the research process more flexible and efficient. …”
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The impact of scaling up cervical cancer screening and treatment services among women living with HIV in Kenya: a modelling study by Timothy B Hallett, Hugo de Vuyst, Pablo Noel Perez-Guzman, Michael Hoonbae Chung, Shona Dalal, Kennedy K Mutai, Karanja Muthoni, Bartilol Kigen, Nduku Kilonzo, Mikaela Smit

“…Yearly rescreening with either option will impose a substantial burden on the health system, which could be reduced by spacing out frequency to three yearly without undermining health gains.Conclusions Beyond the specific choice of technologies to scale up, efficiently using available options will drive programmatic success. …”
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