Cloud-Based Transaction Fraud Detection: An In-depth Analysis of ML Algorithms by Ali Alhchaimi

“…These models were particularly good at balancing precision and recall, minimizing false positives, and accurately identifying fraud in complex transaction patterns. Conclusion: ML, especially ensemble and boosting models like XGBoost and Random Forest, offers a strong approach to detecting transaction fraud in cloud-based financial systems. …”
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AUDIO-VISUAL TEXT AND FEATURES OF IDIOMATIC EXPRESSIONS TRANSLATION by Olga A. Kudinova, Valentina I. Kudinova

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Risk Prediction Using Genome-Wide Association Studies on Type 2 Diabetes by Sungkyoung Choi, Sunghwan Bae, Taesung Park

“…However, most variants discovered by GWASs have been reported to have very small effect sizes on complex human diseases, which has been a big hurdle in building risk prediction models. …”
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Comparative Forecasting of Some Key Economic Indicators Using Artificial Neural Networks and Ordinary Differential Equations: A Case Study of the Turkish Economy by Bahatdin Daşbaşı, Murat Taşyürek

“…Meanwhile, the ODE model demonstrated its strength by offering a more comprehensive framework with an overall accuracy of 94.6%, effectively capturing the complex interdependencies among the variables. These findings highlight the strengths of both approaches: while the ANN model excels in analyzing individual variables, the ODE model offers a broader perspective by integrating all variables into a unified framework. …”
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Analysis of financial management decisions on company financial performance with economic value added (eva) as a mediating variable by Ainun Jariah

“…However, the direct impact of these decisions is often complex, involving mediating variables such as Economic Value Added (EVA). …”
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A wavelet-based despiking algorithm for large data of structural health monitoring by Yun-Xia Xia, Yi-Qing Ni

“…In the structural health monitoring signals, spikes are commonly encountered anomalies that have large amplitudes and may show complex spatial and temporal patterns. They can introduce significant errors in data-based condition assessment of structures. …”
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The Coronation of the Virgin: Alice Meynell’s Typological Critique of Modern Bodies by Ashley Faulkner

“…Schaffer insists, though, that, on the contrary, this fictionalized, “angel in the house” ideal of Meynell was only a necessary evil, and must not be allowed to cloud our understanding of the career that it helped enable.Meynell is surely as important as Schaffer says she is, but what if her “piety” is more complex? Scholars like Francis O’Gorman have shown in recent years that late nineteenth-century cultural criticism, like that of John Ruskin and others, used religious rhetoric strategically to critique the increasing authority of normative, positivistic narratives of human development. …”
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Correlations between Achilles tendon moment arm and plantarflexor muscle architecture variables. by Logan Faux-Dugan, Stephen J Piazza

“…The production of triceps surae plantarflexion moment is complex in that the Achilles tendon moment arm affects the Achilles tendon force by determining the muscle length change and shortening velocity during ankle rotation. …”
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The effect of the strategy to nominate ideas on divided and selective attention and perform some volleyball skills by Fadya Abdul Hussein Kadhim, Alyaa Hussein Farhan, Tahseen Husnl Tahseen, Suhad Qassem Saeed Al-Mousawi, Haider Radhi Raheem

“…This suggests that implementing cognitive strategies such as the nomination of ideas can positively influence attentional focus, enabling athletes to process information more efficiently and execute complex skills with greater precision. Conclusion: The study underscores the value of integrating cognitive training techniques into sports practice to optimize both mental and physical performance. …”
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Non-coding parts of genomes as the basis of epigenetic heredity by R. N. Mustafin, E. K. Khusnutdinova

“…The evolutionary conservation of a complex enzymes Drosha, Dicer, Argonaut, RdRP and their homologues in all multicellular eukaryotes, and their absence in unicellular organisms supports this assumption. …”
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A New Projection-Based Integrally Embedded Discrete Fracture Model and Its Application in Coupled Flow and Geomechanical Simulation for Fractured Reservoirs by Dawei Wu, Yuan Di, Yu-Shu Wu

“…The embedded discrete fracture model (EDFM) has been popular for the modeling of fractured reservoirs due to its flexibility and efficiency while maintaining the complex geometry of fracture networks. Though the EDFM has been validated for single-phase flow simulations, some recent cases show that the EDFM might result in apparent errors in multiphase flow situations. …”
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Post-verbal agreement and obligatory presence of particle to in Polish dual copula clauses by Rafał Jurczyk

“…The other is Vangsnes’s (2002) obligatory TP identification by the Tense- (provided by T) and φ-features (provided by NPNOM controlling agreement) to anchor the subject to the eventuality denoted by the complex predicate Pred’ [be NPNOM2] (Jurczyk 2021). …”
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The effectiveness of a 3D interactive learning environment as a mechanism for sharing and retaining knowledge by SH. Ye, P. Onpium, F. Ying

“…New opportunities are opening for visualising complex concepts and effective learning in a variety of fields. …”
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Probing the role of Coniferin and Tetrahydrocurcumin from Traditional Chinese medicine against PSAT1 in early-stage ovarian cancer: An in silico study. by Jia Zhang, Shalesh Gangwar, Nagmi Bano, Shaban Ahmad, Mohammed S Alqahtani, Khalid Raza

“…Further, 100ns MD Simulation was performed in neutralised water, resulting in entirely stable deviations, fluctuations, and many intermolecular interactions, and the MM\GBSA studies on all 1000 trajectories have supported the complex's stability. The computational studies have shown a completely stable performance that supports Coniferin, and Tetrahydrocurcumin can be a potent inhibitor of PSAT1. …”
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Development of scientific concepts on abuse of law in national jurisprudence by K. M. Hurtova

“…The article defines the abuse of law as one of the most important problems of modern legal science, as well as a complex and controversial legal category, the relevance of which is directly related to the level of development of democracy, stability in the state and society, traditions of law-abiding and strict observance of human and citizen rights, research which have both theoretical and applied interest for the development of domestic legal science. …”
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A Multipolar World: A Modern Political Agenda by Aslanbek H. Denilkhanov

“…Liberal values, developed by Western ideology and political science for three centuries, formed the methodological basis in the politics of many countries, which are focused on freedom and democracy, in solving complex socio-political and political-philosophical problems. …”
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EEC and Yugoslav cooperation in the frames of modern international relations in Europe by E. G. Entina

“…The explanation for such a periodization are resolution of the open conflicts on the territory of the former Yugoslavia and implementation of the complex EU strategy for the region. Starting point of the majority of researches is the year of 2003 when the EU Agenda for the Western Balkans was started in Thessaloniki. …”
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Identification Method of Highway Accident Prone Sections Under Adverse Meteorological Conditions Based on Meteorological Responsiveness by Yanyang Gao, Chi Zhang, Maojie Ye, Bo Wang

“…To mitigate the prevalence of highway accidents in Southwest China during adverse weather conditions, this study introduces a novel method for identifying accident-prone sections in complex meteorological circumstances. The technique, anchored in data mining’s support index, pioneers the concept of meteorological responsiveness, which includes the elucidation of its mechanisms and the development of computational methodologies. …”
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Emotional Burnout, Perceived Sources of Job Stress, Professional Fulfillment, and Engagement among Medical Residents in Malaysia by Sami Abdo Radman Al-Dubai, Kurubaran Ganasegeran, Wilson Perianayagam, Krishna Gopal Rampal

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In Situ Swelling Behavior of Chitosan-Polygalacturonic Acid/Hydroxyapatite Nanocomposites in Cell Culture Media by Rohit Khanna, Kalpana S. Katti, Dinesh R. Katti

“…Chitosan-Polygalacturonic acid polyelectrolyte complexes (PECs) govern structural integrity of Chi-PgA-HAP nanocomposites and FTIR spectra indicate that PECs remain intact until 48 days of soaking. …”
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