A comprehensive review of flood-prone area zonation using ensemble and hybrid machine learning models with a framework proposal for modelling by Gen Long, Sarintip Tantanee, Korakod Nusit, Pitikhate Sooraksa

“…This research offers a systematic review encompassing 63 relevant peer-reviewed papers concerning flood susceptibility, hazard and risk assessment using various ensemble machine learning and hybrid approaches. …”
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A Review on Pipeline In-Line Inspection Technologies by Qingmiao Ma, Weige Liang, Peiyi Zhou

“…Pipelines, as critical infrastructure in energy transmission, municipal facilities, industrial production, and specialized equipment, are essential to national economic security and social stability. This paper systematically reviews the domestic and international research status of pipeline in-line inspection (ILI) technologies, with a focus on four major technological systems: electromagnetic, acoustic, optical, and robotic technologies. …”
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HEURISTIC MODEL OF “EFFECTIVE INTERPRETER” IN PORTFOLIO INVESTMENT IN HIGH-TECH COMPANIES by S. V. Ilkevich

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Free Drying Shrinkage of Wood: A Review by Mingyang Zhao, Lin Yang

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The Role of Nutritional Supplementation in Hypothyroidism: A Review by Jakub Chodkowski

“…Further large-scale studies are needed to establish clear guidelines, integrating nutrition as a complementary strategy alongside traditional therapies for optimal patient outcomes. …”
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Effective budgeting as a priority of the company›s development by S. B. Kashkimbayev, A. N. Zhakupov

“…The article uses complex and systematic approaches to the processes and phenomena under study, which is achieved through the methods of analysis and synthesis, review and collection of information, statistical analysis, scientific abstraction and visualization.In the conclusion of the article, the conclusions are made, that a properly formed concept of budgeting, improvement of methods and elements of the budget process will make it possible to manage the capital, as well as a single commercial, and the company as a whole, establishing the sequence of business types, terms and trends of restructuring. …”
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Pharmacological relevance of anthocyanin derivative: A review by Pavithra Bharathy, Punniyakoti V. Thanikachalam

“…Additionally, it highlights the challenges with bioavailability and strategies to enhance absorption. Methods: A systematic literature review was conducted across PubMed, Scopus, and Web of Science, examining studies on anthocyanin chemistry and therapeutic applications aligned with TCM principles. …”
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Internet of Things in Medicine: a Bibliometric Review by Meysam Alavi, Motahareh Dehghan

“…In particular, IoT's role in smart healthcare systems has attracted considerable research attention due to its potential to improve patient monitoring, optimize treatments, and reduce costs. Therefore, a systematic assessment of the scientific output in this domain is essential for understanding current trends and future directions. …”
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Methods of creating a multimedia online gallery by Є.М. Грабовський

“…The software methods of creating an online gallery site are analyzed in detail. The article systematizes the main content management systems and online designers, which allow you to “assemble” the site of the electronic gallery and place it on the Internet from a ready-made standard set of modules and components. …”
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A GIS-Based Safe System Approach for Risk Assessment in the Transportation of Dangerous Goods: A Case Study in Italian Regions by Angela Maria Tomasoni, Abdellatif Soussi, Enrico Zero, Roberto Sacile

“…The Dangerous Goods Transportation (DGT) presents significant challenges, requiring a strong and systematic risk assessment framework to ensure the safety and efficiency of the supply chain. …”
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Evaluating a Community-Based Citizen Science Project: Attitude as a Key Mediator of Behavior Intention Toward Biodiversity Conservation by Chia-Hsuan Hsu, Jiefeng Kang, Liang-Yu Yeh, Lei Chai, Wei-Cheng Kao, Chang-Po Chen, Hwey-Lian Hsieh, Hsing-Juh Lin

“…This study highlights the broader educational, social, and ecological benefits of community-based citizen science and underscores the need for systematic evaluations to optimize its impact.…”
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Combustion Performance and Deposit Characteristics of Boron–Aluminum Composite Fuel in a Powder-Fueled Ramjet: A Ground Test Study by Zuodong Liang, Ming Jiang, Ronggang Wei, Hongyan Li, Shaoqing Hu, Kai Ma, Guiyang Xu, Wenjie Wang, Yanjing Yang

“…This study shows that B–Al composite powder fuel has a good application basis and potential, and provides experimental data support for the subsequent improvement and optimization of the B–Al composite powder fuel system.…”
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Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management by Saul Langarica, Diego de la Vega, Nawel Cariman, Martin Miranda, David C. Andrade, Felipe Nunez, Maria Rodriguez-Fernandez

“…This study harnesses physiological data collected from wearable sensors to construct a series of data-driven models based on deep learning approaches. …”
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Driving Forces and Future Scenarios for Territorial Business Development in Iran: A Future-Oriented Study with a Spatial Planning Emphasis by Ali Hosseini, Mostafa Aryankia

“…This study aimed to conduct a comprehensive and systematic examination of the factors and drivers influencing territorial businesses in Iran, while formulating localized scenarios for their future development. …”
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An Occupational Risk Analysis in the Bituminous Emulsion Transport and Spreading Process: A Case Study Applied in a Company in Romania by Adriana Milea (Pârvu), Lucian-Ionel Cioca

“…This paper analyzes the occupational risks associated with the activities of transporting and spreading bituminous emulsion, focusing on a specific technological process used in a company in Romania. …”
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A two-stage framework for enhancing crsyptocurrency portfolio performance: Integrating credibilistic CVaR criterion with a novel asset preselection approach. by Hossein Ghanbari, Sina Tavakoli, Mostafa Shabani, Emran Mohammadi, Seyed Jafar Sadjadi, Ronald Ravinesh Kumar

“…Despite advancements in financial modeling, traditional portfolio optimization models often fall short, as uncertainty remains a fundamental characteristic of capital markets. …”
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Brain plasticity associated with prolonged shooting training: a multimodal neuroimaging investigation from a cross-sectional study by Keying Zhang, Tao Zhao, Yu Ding, Jia Cheng, Chunmei Cao

“…BackgroundAlthough training has been recognized as a potential contributor to neuroplasticity in athletes, the impact of prolonged shooting training on human brain plasticity remains unclear in the existing literature.MethodsIn this cross-sectional study, we used a multimodal neuroimaging analysis, including the analysis of functional blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) images, structural T1-weighted MRI images, and diffusion MRI images, to systematically identify differences between elite shooters and normal controls.ResultsThe results showed that compared to male normal controls, male elite shooters had higher regional homogeneity (ReHo) in the frontal lobe, parietal lobe, precuneus, thalamus, and cingulate gyrus, as well as higher functional connectivity between the medial frontal cortex (MedFC) and temporooccipital middle temporal gyrus (toMTG). …”
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The deep detoxification of tetrabromobisphenol a in a hybrid reactor system: Iron-based trimetallic and aerobic activated sludge methods by Chaoyi Zhou, Weilong Xing, Zhen Wang, Wen Gu, Fenglin Li, Mengyuan Liang, Shuai Sun, Deling Fan, Lei Wang

“…Optimal conditions for TBBPA degradation, including Cu and Pd loading ratios, initial pH, trimetallic dosage, and TBBPA concentration, were systematically investigated. …”
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A Review of Needle Navigation Technologies in Minimally Invasive Cardiovascular Surgeries—Toward a More Effective and Easy-to-Apply Process by Katharina Steeg, Gabriele Anja Krombach, Michael Horst Friebe

“…<b>Methods:</b> A systematic search of PubMed, Web of Science, and IEEE databases up until June 2024 identified original studies on needle navigation in MICS. …”
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CRISPR-Cas12a/Aurora Deoxyribozyme Cascade: A Label-Free Ultrasensitive Platform for Rapid <i>Salmonella</i> Detection by Cong Shi, Huimin Tan, Zhou Yu, Weilin Li, Yan Man, Qinghai Zhang

“…This cascade ultimately enables quantitative target analysis through fluorescence signal attenuation. Following systematic optimization of critical reaction parameters, the biosensing system demonstrated exceptional analytical performance: a detection limit of 1.29 CFU/mL with excellent linearity (R² = 0.992) spanning six orders of magnitude (1.65 × 10¹–10⁶ CFU/mL), along with high specificity against multiple interfering bacterial strains. …”
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