Temporal and spatial trends of accidents with venomous animal in Brazil before and during the COVID-19 pandemic: a population-based ecological study by Thayane Santos Siqueira, Lívia Silveira Silva, Jamile Rodrigues Cosme de Holanda, Sálvia Cely Cerqueira Carvalho, Adriano José dos Santos, Alexrangel Henrique Cruz Santos, José Rodrigo Santos Silva, Victor Santana Santos

“…To analyze the trend, the seasonal-trend model was used based on the classic additive decomposition model. …”
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Spatiotemporal Forecasting of Traffic Flow Using Wavelet-Based Temporal Attention by Yash Jakhmola, Madhurima Panja, Nitish Kumar Mishra, Kripabandhu Ghosh, Uttam Kumar, Tanujit Chakraborty

“…Traditional statistical and machine learning methods struggle to handle both temporal and spatial dependencies in such datasets. …”
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New Delay-Range-Dependent Robust Exponential Stability Criteria of Uncertain Impulsive Switched Linear Systems with Mixed Interval Nondifferentiable Time-Varying Delays and Nonline... by Piyapong Niamsup, Narongsak Yotha, Kanit Mukdasai

“…Based on the combination of mixed model transformation, Halanay inequality, utilization of zero equations, decomposition technique of coefficient matrices, and a common Lyapunov functional, new delay-range-dependent robust exponential stability criteria are established for the systems in terms of linear matrix inequalities (LMIs). …”
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Extracting of Fault Features for Rotating Machinery of High-speed Train Based on EEMD Energy Entropy-LPP by Chen ZHANG, Tao FANG, Kaiqi YAN

“…Aiming at the difficulty of extracting the weak fault features of the high-speed train bearing rotor system, a method for extracting the fault features of the high-speed train rotor system based on EEMD energy entropy-LPP was proposed. …”
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Reliability analysis of landing gear operation based on improved support vector machine-based decomposed-coordinated by ZHANG Lei, CHEN Junyu, FENG Jun, FENG Yunwen, LIU Lei

“…Taking the wheel brake temperature difference of main landing gear as an example, the verification of the proposed method in reliability modelling and simulation is carried out. …”
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Efficient Algorithm for the Nonadditive Traffic Assignment Problem With Link Capacity Constraints by Wangxin Hu, Zhongxiang Huang, Shihao Cao

“…Given that existing CNaTAP models and algorithms are typically limited to small experimental networks, the CNaTAP model is formulated as a variational inequality (VI) problem in this paper. …”
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Optimizing Crop Yield Prediction: An In-Depth Analysis of Outlier Detection Algorithms on Davangere Region by C. S. Anu, C. R. Nirmala, A. Bhowmik, A. Johnson Santhosh

“…Elliptic envelope demonstrates its efficacy in handling the unique characteristics of the Davangere dataset. This method demonstrated improved performance in refining the crop yield prediction model by identifying and removing outliers, thereby contributing to more accurate predictions and optimized planning in the dynamic landscape of the Davangere region.…”
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Research on Health Condition Monitoring for Glass Panel of Hidden Frame Glass Curtain Wall Under Wind Load Using Fuzzy Comprehensive Evaluation by Letian Ding, Wei Cao, Zhiyang Cao, Yifan Wang, Rui Su, Ziqi Chen, Muhammad Maqsood, Niraj Khara, Mu Liming

“…The vibration signals of glass panel under different wind load conditions were processed by using the method of Hilbert vibration decomposition and envelope spectrum analysis, and the peak value and area of envelope spectrum were extracted to judge the vibration amplitude of glass panel, which was used as the evaluation index. …”
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Global, regional, and national burden of acute glomerulonephritis from 1990 to 2021 and future trend predictions until 2036: a systematic analysis using the Global Burden of Diseas... by Yangtian Jiao, Xing Chen, Tianyu Zhang, Changyu Ma, Changyu Ma, Congrong Shen, Bo Yu, Bo Yu

“…Projections for AGN burden were modeled using the Auto-Regressive Integrated Moving Average (ARIMA) approach.ResultsFrom 1990 to 2021, the global age-standardized incidence rate (ASIR) of AGN declined by 46.09%, and the age-standardized DALY rate decreased by 65.87%. …”
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Global, regional, and national burden and trends of prostate cancer in elderly from 1990 to 2021: results from global burden of disease 2021 by Yinghong Li, Mingjie Tang, Jun Shao, Shiwei Li, Yuhao Teng, Yuanyuan Xu, Peng Shu

“…Furthermore, this study employed a comprehensive analytical approach, including estimated annual percentage change (EAPC), decomposition analysis, and predictive modeling (Nordpred method). …”
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Global, regional, and national burden and trends of HIV/AIDS among women of childbearing age from 1990 to 2021: results from Global Burden of Disease 2021 by Mingjie Tang, Mingjie Tang, Jun Shao, Yanjie Jiang, Yanjie Jiang, Yinghong Li, Shiwei Li, Yilin Song, Wenxuan Wu, Jiqin Tang, Zhaoming Chen

“…Additionally, a comprehensive analytical approach was employed, which included the estimated annual percentage change (EAPC), Joinpoint regression, decomposition analysis, and predictive modeling using the Nordpred method. …”
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Global, regional, and national burden of inflammatory bowel disease in persons aged 60–89 years from 1992 to 2021 by Zhou Zhang, Na Du, Chun-mei Xu, Wei Chen, Ting-ting-Chen, Yu Xiao

“…Temporal trends were analyzed using Joinpoint regression models. Decomposition analysis assessed the impacts of population growth, aging, and epidemiological changes. …”
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Molecular Insights into the Temperature-Dependent Binding and Conformational Dynamics of Noraucuparin with Bovine Serum Albumin: A Microsecond-Scale MD Simulation Study by Erick Bahena-Culhuac, Martiniano Bello

“…Conformational flexibility and per-residue energy decomposition analyses were conducted, along with interaction network mapping to assess ligand-induced rearrangements. …”
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SLG-Net: Small-Large-Global Feature-Based Multilevel Feature Extraction Network for Ultrasound Image Segmentation by Xinya Fan, Jianwen Hu, Kai Hu

“…Many ultrasound image segmentation methods only focus on capturing local details and global dependencies, whereas ignoring large-scale context information. …”
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A performance-based contract of employment as an innovative mechanism for stimulating the work of scientific and pedagogical workers by V. G. Svechkarev, T. A. Ivashchenko, L. K. Belous, T. E. Galunko

“…The following research methods were used: analysis, synthesis, description, interpretation, comparison. …”
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GLLR-HAD: Global-local low-rank integration for hyperspectral image anomaly detection by Yu Bai, Yanling Zhang, Lili Zhang, Tan Zhao

“…Abstract Hyperspectral imaging (HSI), with its rich spectral and spatial information, offers unique advantages for anomaly detection. However, existing methods often struggle to simultaneously model global structures and local discriminative features, which hampers their ability to detect structural anomalies and adapt to spectral variability in complex scenarios. …”
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Global burden of aortic aneurysm attributable to high-sodium diet from 1990 to 2021 by Xiedong Shen, Weiling Tian, Chun Xue, Xiangfuo Ji, Anqi Qu, Jun Lv

“…The Nordpred model was used to project trends from 2022 to 2045.ResultsFrom 1990 to 2021, the global DALYs cases of AA-HSD increased by 103%, and death cases increased by 120%. …”
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MERGE: A Modal Equilibrium Relational Graph Framework for Multi-Modal Knowledge Graph Completion by Yuying Shang, Kun Fu, Zequn Zhang, Li Jin, Zinan Liu, Shensi Wang, Shuchao Li

“…The multi-modal knowledge graph completion (MMKGC) task aims to automatically mine the missing factual knowledge from the existing multi-modal knowledge graphs (MMKGs), which is crucial in advancing cross-modal learning and reasoning. However, few methods consider the adverse effects caused by different missing modal information in the model learning process. …”
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Global burden of thyroid cancer in adolescents and young adults (aged 15-39 years) from 1990 to 2021: A systematic analysis of the Global Burden of Disease Study 2021. by Zijian Qiu, Shengjian Yu, Lin Zheng, Ying Lou, Xiuxia Chen, Feng Xuan

“…Projections for disease burden extending to 2040 were generated using the Bayesian Age-Period-Cohort model.<h4>Result</h4>In 2021, there were 48.2 thousand incident cases, 436.1 thousand prevalent cases, and 183.5 thousand DALYs worldwide. …”
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Induction of osteogenesis in rabbit mandibular bone tissue using an albumin-based cryogenically structured porous 3D carrier loaded with a bioregulator by A. I. Shaikhaliev, M. S. Krasnov, E. V. Sidorsky, V. P. Yamskova, V. I. Lozinsky

“…Objective: to study the induction of osteogenesis caused by introducing into the defect area broadly porous cryogenically structured 3D carriers, based on serum albumin and loaded with a bioregulator isolated from bovine serum on an experimental model of mandible defect in rabbits in vivo.Materials and methods. …”
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