Financial Account Audit Early Warning Based on Fuzzy Comprehensive Evaluation and Random Forest Model by Yuting Zhao, Yupeng Fang

“…First, the dataset is analyzed, selected and initially constructed by the training prediction sample. …”
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Exploring the Benefits of a Social Responsibility Application (SR App) in Optimizing the Governance of Community Development Programs: A Study of the Inovasi Muda Indonesia Foundat... by Lisdawati Wahjudin, Ridho Rinaldi

“…This non-profit organization has adopted the SR App to improve its social programs' efficiency, transparency, and accountability. Data were collected through in-depth interviews, observations, and secondary sources, involving five purposively selected users of the SR App. …”
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Exploring the Benefits of a Social Responsibility Application (SR App) in Optimizing the Governance of Community Development Programs: A Study of the Inovasi Muda Indonesia Foundat... by Lisdawati Wahjudin, Ridho Rinaldi

“…This non-profit organization has adopted the SR App to improve its social programs' efficiency, transparency, and accountability. Data were collected through in-depth interviews, observations, and secondary sources, involving five purposively selected users of the SR App. …”
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Optimal Coordination of Directional Overcurrent Relays Using an Exponential-Based Non-Standard Characteristic and the Nutcracker Optimizer by Alişan Ayvaz

“…However, onsidering the complex nature of power systems, solving this nonlinear problem with high-level constraints becomes challenging. …”
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A avaliação da lei complementar n° 233/2005 em relação a exploração sustentável das florestas em Mato Grosso: sua eficácia nas políticas ambientais no Brasil by Alessandra Maria Filippin dos Passos Santos, Aumeri Carlos Bampi, Wylmor Constantino Tives Dalfovo

“…Thus, it was understood that the complementary law alone is not able to act efficiently in relation to the protection of flora and the promotion of sustainable activities, requiring an alignment between the agents, the State and the competent bodies, evidencing that the factors associated with deforestation in these municipalities are complex and are not related only to the timber sector.…”
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A avaliação da lei complementar nº 233/2005 em relação a exploração sustentável das florestas em Mato Grosso: sua eficácia nas políticas ambientais no brasil by Alessandra Maria Filippin dos Passos Santos, Aumeri Carlos Bampi, Wylmor Constantino Tives Dalfovo

“…Thus, it was understood that the complementary law alone is not able to act efficiently in relation to the protection of flora and the promotion of sustainable activities, requiring an alignment between the agents, the State and the competent bodies, evidencing that the factors associated with deforestation in these municipalities are complex and are not related only to the timber sector.…”
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Recent Advances in Sequentially Pd-Catalyzed One-Pot Syntheses of Heterocycles by Maryna M. Kornet, Thomas J. J. Müller

“…Sequential Pd-catalyzed one-pot synthetic methodologies have emerged as a powerful and versatile approach in organic synthesis, enabling the construction of complex heterocyclic architectures with high efficiency, selectivity, and atom economy. …”
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Usability Analysis of Mobile Applications Used for Foreign Language Learning by Fatih Erdoğdu, Kübra Kırdar, Fatma Eski, Edanur Okumuş

“…The study examined the effectiveness, efficiency and user satisfaction of the selected applications. …”
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From In Vitro Cytotoxicity to In Vivo Zebrafish Assays: A Study on 3,3-Dichloro β-, γ- and δ-Lactams and Their Biological Activity Profiles by Faïza Diaba, María del Carmen Morán, Elisabet Teixidó

“…<b>Background/Objectives:</b> Anticancer research is a constantly evolving field due to cancer’s complexity and adaptability. This study aims to evaluate the hemolytic behavior and cytotoxic properties of ten 3,3-dichlorolactams against A431 tumor and 3T3 fibroblast cells, with a particular focus on their selective toxicity. …”
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A Novel Depression Risk Prediction Model Using NHANES Data With Mendelian Randomization Validation by Lin Lin, Liqun Zhang, Jingdong Zhang, Dapeng Ding

“…Conclusions Model 2, selected for its predictive accuracy and streamlined complexity, presents a pragmatic instrument for large‐scale population screenings, facilitating timely intervention and therapeutic strategies.…”
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Evaluation of the effect of DRG payment policy based on interrupted time series modeling: evidence from a tertiary hospital in Anhui Province by Guangju Mo, Erchang Zhu, Xinlei Fang, Jingbo Ma, Sijing Kong, Xuan Guo, Zheng Lu

“…While the DRG reform holds promise for enhancing healthcare efficiency and controlling costs, potential negative effects such as patient selection bias and coding changes need to be monitored. …”
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High-Resolution Mapping of Litter and Duff Fuel Loads Using Multispectral Data and Random Forest Modeling by Álvaro Agustín Chávez-Durán, Miguel Olvera-Vargas, Inmaculada Aguado, Blanca Lorena Figueroa-Rangel, Ramón Trucíos-Caciano, Ernesto Alonso Rubio-Camacho, Jaqueline Xelhuantzi-Carmona, Mariano García

“…The results revealed moderate determination coefficients between observed and predicted fuel loads with R² = 0.32, RMSE = 0.53 Mg/ha for litter and R² = 0.38, RMSE = 13.14 Mg/ha for duff fuel loads, both with significant <i>p</i>-values of 0.018 and 0.015 for litter and duff fuel loads, respectively. …”
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Comprehensive synthesis and anticoagulant evaluation of a diverse fucoidan library by Si-Cong Chen, Xianjin Qin, Nanyu Xiong, Lisha Lin, Yanfen Wu, Qin Li, Dongyue Sun, De-Cai Xiong, Cassandra E. Callmann, Mingyi Wu, Xin-Shan Ye

“…However, the structural complexity and heterogeneity of naturally extracted fucoidan have hindered a comprehensive understanding of its structure-activity relationship, limiting the development of fucoidan-based anticoagulant drugs. …”
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Methanol as a High Purity Hydrogen Source for Fuel Cells: A Brief Review of Catalysts and Rate Expressions by Madej-Lachowska Maria, Kulawska Maria, Słoczyński Jerzy

“…In this process Cu-based complex catalysts proved to be the best. In presented work kinetic equations from available literature and catalysts are reported. …”
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Cognitive Mechanisms Underlying the Influence of Facial Information Processing on Estimation Performance by Xinqi Huang, Xiaofan Zhou, Mingyi Xu, Zhihao Liu, Yilin Ma, Chuanlin Zhu, Dongquan Kou

“…In the estimation task, participants used either the down-up or up-down problem to select approximate answers. In Experiment 1, we found that negative emotions impair estimation performance, while positive and consistent emotions have a facilitating effect on estimation efficiency. …”
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Methods for Isolation and Purification of Murine Liver Sinusoidal Endothelial Cells: A Systematic Review. by Jeremy Meyer, Carmen Gonelle-Gispert, Philippe Morel, Léo Bühler

“…The correlations between the prevalence of some steps and the efficiency of LSEC isolation were also identified. We found that centrifugal elutriation, selective adherence and, more recently, magnetic-activated cell sorting were used for LSEC purification. …”
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Special Issue on Contemporary Research Studies in Operations Research, Business Analytics, and Business Intelligence by Viswanath Kumar Ganesan, S. Vinodh, Malolan Sundararaman, M. Vimala Rani, M. Mathirajan

“…This study conducts a comparative analysis with existing methods to demonstrate the efficiency of the proposed approach. Mathematical Study of Dispersion of Nano Biosensors in an Artery with Multiple Stenosis: This work examines nano-biosensors in a diseased artery with multiple stenoses, determining the temperature, velocity of nanofluid, and transport coefficients. …”
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A Review of Physics-Based, Data-Driven, and Hybrid Models for Tool Wear Monitoring by Haoyuan Zhang, Shanglei Jiang, Defeng Gao, Yuwen Sun, Wenxiang Bai

“…They still have difficulty adapting to complex machining conditions. In this paper, physics-based and data-driven TWM models are first reviewed in detail, including the factors that affect tool wear, typical data-based models, and methods for extracting and selecting features. …”
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GA-VAE: Enhancing Local Feature Representation in VQ-VAE Through Genetic Algorithm-Based Token Optimization by Jinghui Jiang, Dongjoon Kim, Bohyoung Kim, Yeong-Gil Shin

“…While VQ-VAE models have shown promise in learning discrete latent representations for complex data distributions, their performance is often limited by underutilized tokens in the codebook, particularly those representing local features, resulting in incomplete feature capture. …”
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Sortilin‐Mediated Rapid, Precise and Sustained Degradation of Membrane Proteins via mRNA‐Encoded Lysosome‐Targeting Chimera by Xin Chang, Xinyu Qiu, Xiaoning Tong, Shaoju Gan, Weicheng Yi, Sitao Xie, Xiangsheng Liu, Chao Zuo, Weihong Tan

“…This MedTAC strategy establishes sortilin as a selective and efficient shuttle for targeted protein degradation, offering a scalable, rapidly producible platform for biochemical research and precise therapeutic applications.…”
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