Identification of Driving Factors of Scientific and Technological Innovation in the New Material Industry Based on the Theory of Complex Adaptive System: Taking the Construction of... by Tengfei Ma, Chao Liu

“…Analysis is as follows. The experimental group and the control group are set for comparison, and the data are organized by applying complex adaptive system theory and data analysis methods. …”
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The impact of Fintech on enterprises digital transformation from the perspective of spatial spillover by WU Fei, FAN Quanyi, LIU Qian, YUAN Puying, CHANG Xi

“…Further researches demonstrate that the development of fintech between different regions can also produce effective synergies, thus enpowering enterprises to accelerate the process of digital transformation. The analysis results provide the preliminary theoretical and empirical evidence for improving the efficiency of fintech support and promoting the digital transformation of enterprises.…”
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Enhancing financial literacy and economy in maritime management education: The role of case studies and simulations by Agung Kwartama

“…By focusing on practical tools such as case studies and simulations, the research provides a comprehensive analysis of how these methodologies enhance economic decision-making skills and operational efficiency. …”
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Funding the future: Nigeria's battle against poverty through government expenditure by Temitope Adebayo

“…These findings underscore the need for more comprehensive and sustained policy interventions, particularly in addressing structural barriers to poverty reduction and improving the efficiency of government expenditure allocation in Nigeria's socioeconomic development initiatives.…”
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Optimizing Fertilizer Use in Precision Agriculture with GIS and Remote Sensing by Fallah Mohammed Hussein, Ramadan Ghazi Mohamad, Venkatcharyulu S.

“…In the processing stage, spatial analysis is done to discover nutrient and crop health variations which lead to a fertilizer optimization model that allocates specific rates of fertilizer application. …”
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Spatial–Temporal Dynamics and Drivers of Crop Water Footprint in Xinjiang, China by Xiaoyu Zhang, Zhenhua Wang, Jian Liu, Wenhao Li, Haixia Lin, Tehseen Javed, Xuehui Gao, Guopeng Qin, Huadong Liu, Hengzhi Wang, Yifan Liu, Hanchun Ye

“…Efficient allocation and utilization of water resources are critical for the sustainable development of agriculture in arid regions, particularly those heavily reliant on irrigation. …”
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Does the Choice of Topic Modeling Technique Impact the Interpretation of Aviation Incident Reports? A Methodological Assessment by Aziida Nanyonga, Keith Joiner, Ugur Turhan, Graham Wild

“…This study presents a comparative analysis of four topic modeling techniques —Latent Dirichlet Allocation (LDA), Bidirectional Encoder Representations from Transformers (BERT), Probabilistic Latent Semantic Analysis (pLSA), and Non-negative Matrix Factorization (NMF)—applied to aviation safety reports from the ATSB dataset spanning 2013–2023. …”
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DETERMINING PREFERENCES IN RECOMMENDER SYSTEMS BASED ON COMPARATOR IDENTIFICATION TECHNOLOGY by Vladimir Beskorovainyi, Lyudmyla Kolesnyk, Mariia Alokhina, Viktor Кosenko

“…Based on the results of the analysis of the modern methodology for ranking objects in the lists of recommendation systems, the possibility of increasing their efficiency has been established. …”
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Proteomic profiling reveals important regulators of photosynthate accumulation in wheat leaves during grain development by Wanting Li, Xiangrui Liu, Zeyu Shi, Yifei Wang, Wenqiang Tang, Huimin Ren, Baowen Zhang

“…Abstract Background Wheat yield potential is intrinsically linked to the efficiency of photosynthetic carbon fixation and subsequent allocation to developing grains. …”
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Optimizing protein-ligand docking through machine learning: algorithm selection with AutoDock Vina by Ala’ Omar Hasan Zayed

“…Abstract Context Understanding protein-ligand interactions is fundamental to drug design, where optimizing docking parameter selection can potentially enhance computational efficiency and resource allocation in virtual screening. …”
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Modeling of the integrated system of state support for agricultural enterprises by K. A. Zakharova, E. P. Kiselitsa, N. V. Ivanova

“…Such indicators will ensure the formation of ratings, which will allow to allocate funds under state support with the greatest efficiency.…”
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Mathematical modeling of the optimal tax trajectory of a commercial organization by K. A. Zakharova, D. A. Muravev

“…In this context, the number of principles for the construction of the optimal tax trajectory of the company are formed, allowing to take into account the interests of the taxpayers and the state in terms of the efficiency of resource allocation and stable budget replenishment. …”
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Adaptive Energy Management for MATTER-Enabled Smart Homes by Navodit Bhardwaj, Pallavi Joshi

“…The framework is evaluated across multiple metrics: energy consumption, detection accuracy, system resilience, and computational efficiency under edge-device constraints. A comprehensive analysis of hardware footprint, latency sensitivity, and data loss impact is presented, along with detailed anomaly detection criteria and threshold tuning to minimize false positives/negatives. …”
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An Adaptive Information Borrowing Platform Design for Testing Drug Candidates of COVID-19 by Liwen Su, Jingyi Zhang, Fangrong Yan

“…However, quite a few of them are traditional randomized controlled trials with low efficiency. Considering the three particularities of pandemic disease: timeliness, repurposing, and case spike, new trial designs need to be developed to accelerate drug discovery. …”
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A Framework for Synergy Measurement Between Transportation and Production–Living–Ecological Space Using Volume-to-Capacity Ratio, Accessibility, and Coordination by Xiaoyi Ma, Mingmin Liu, Jingru Huang, Ruihua Hu, Hongjie He

“…In the stage of high-quality development, the functional coordination between transportation systems and territorial space is a key issue for improving urban spatial efficiency. This paper breaks through the traditional volume-to-capacity ratio analysis paradigm and innovatively integrates the “production-living-ecological space” theory. …”
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The effect of SCOR metrics on supply chain performance among SMEs in Mombasa County, Kenya: A focus on cycle time, cost, and flexibility by Conrad Ochego Mogaka

“…The Taro Yamane formula was used to determine the sample size. Data analysis involved both descriptive statistics and inferential analysis through correlation and regression. …”
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One Health Index Calculator for India Using Empirical Methods for Policy Stewardship: Development and Usability Study by Saveetha Meganathan, Arpit Katiyar, Esha Srivastava, Rakesh Kumar Mishra

“…Further, a pilot correlation analysis was performed between 20 indicator scores and relevant budget allocations for the years 2022‐2023, 2023‐2024, and 2024‐2025. …”
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Digital Solution for Effective Management of Remote Work: The Case of Kazakhstan Railway by Adilova Nazdana, Sultanbek Madiyar, Sarzhanov Dauren, Sładkowski Aleksander, Zhanseitov Azamat

“…The methods used combined descriptive statistics and qualitative analysis. Results depict that the “Dilau Tracker” immensely enhances remote work management through real-time monitoring, operational efficiency, and data accuracy. …”
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Governments’ behavioral strategies in cross-regional reduction of inefficient industrial land: learned from a tripartite evolutionary game model by Guangyu Li, Shaohua Wu, Heyuan You, Chengcheng Wang

“…However, previous studies have overlooked the quantitative analysis of the intergovernmental interest game involved in cross-regional RIIL, essential for determining project outcomes. …”
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Covering the Monitoring Network: A Unified Framework to Protect E-Commerce Security by Lirong Qiu, Jie Li

“…Moreover, we aim to find a minimal cover for the monitoring network as the optimal solution of resource allocation, which is defined as the network monitoring minimization problem (NMM). …”
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