An Estimation Model of Emissions from Burning Areas Based on the Tier Method by Barbara Dobosz, Kamil Roman, Emilia Grzegorzewska

Get full text

Wireless Authentication Method Based on Near-Field Feature Fusion Network by QIU Jiefan, ZHOU Kezhong, ZHU Dongfu, ZHANG Jinhong, CHI Kaikai

“…To address this issue, this paper proposes a novel WiFi-based authentication method tailored for narrow-space environments, which integrates gait dynamic features and LOS features for improved performance.MethodsA WiFi Feature Fusion Network (WFFN) was proposed to enhance identity recognition accuracy by fusing gait dynamic features with near-field LOS features. …”
Get full text

A Novel Neutrosophic Integral Framework for Classroom Teaching Quality Analysis in Children’s Dance Aesthetic Education by Xinxin Li

“…We introduce several new mathematical tools: the Generalized Neutrosophic Integral (GNI), Time-Weighted Neutrosophic Integral (NTWI), Game-Theoretic Neutrosophic Integral (GTNI), and Neutrosophic Tensor Representation (NTL). …”
Get full text

Micro-Terrain Recognition Method of Transmission Lines Based on Improved UNet++ by Feng Yi, Chunchun Hu

Get full text

Evaluation of Global Descriptor Methods for Appearance-Based Visual Place Recognition by Kangyu Li, Yuhan Ma, Xifeng Wang, Lijuan Ji, Niuniu Geng

“…Recently, global descriptor methods have attracted substantial attention from the VPR community, which has contributed to numerous important outcomes. …”
Get full text

METHOD AND SYSTEM FOR ASSESSING OF SPORTSMAN’S PHYSIOLOGICAL RESERVES DURING PHYSICAL EXERCISES by Nguyen Mau Thach, Nguyen Trong Tuyen, Tran Trong Huu

“…The circle diagram is proposed for taking into account of all mentioned parameters and its variation dynamics. The value of the integral PR parameter is an area of a polygon, which is obtained on the circle diagram using normalized values of the diagnostically significant parameters. …”
Get full text

Research on Decision-Making Methods for Autonomous Navigation in Inland Tributary Waterways by Liwen Huang, Jiahao Chen, Luping Xu, Haoyu Li, Guozhu Hao, Yixiong He

“…Under the premise of compliance with the “Rules of the People’s Republic of China for Inland River Collision Avoidance” (RPRCIRCA) and adherence to good seamanship, an autonomous navigation decision-making method is developed by integrating an improved Line-of-Sight tracking model with a collision avoidance strategy based on exhaustive course-speed maneuver combinations. …”
Get full text

Exploring the optimal method for quantifying the contribution of driving factors of urban floods by Xi Huang, Linhan Yang, GuiCheng Yang, Jiufeng Li, Luo Liu, Yilun Liu, Xianzhe Tang

“…Through accuracy assessments and environmental considerations, we identify the most suitable methods for this analysis. Our findings include: (1) Random Forest (RF)-based UFS assessment reveals significant spatial heterogeneity, with higher UFS in central-western areas and lower risks in the southeast; (2) the most contributing factors in Shenzhen exhibit non-linear and non-parametric effects on UF, supporting the use of RF; (3) we found substantial spatial heterogeneity in factor contributions, necessitating SHAP analysis to capture local variations and provide tailored management insights. …”
Get full text

Improved Key Microbial Biomarker Discovery Using Ensemble Statistical Methods by Walter Pirovano, Yashjit Gangopadhyay, Mirna Lilian Baak, Christiaan Arie de Leeuw, Radhika Bongoni, Eline Suzanne Klaassens

“…Here, we present a consensus-based key microbial biomarker (KMB) biostatistical analysis framework that links microbial abundance obtained from amplicon-based or shotgun metagenome sequencing with metadata. The framework integrates machine learning (ML) algorithms and statistical methods to determine the most relevant microbial biomarkers and signatures that explain variation in the microbial abundance counts and metadata classes based on predefined metrics. …”
Get full text

Dynamic weighing method for coal and gangue in coal-gangue sorting robots by CAO Xiangang, LIU Yizhe, WU Xudong, WANG Peng, ZHANG Ye

“…To address the issue of low recognition accuracy caused by complex real-world conditions—such as dust adhesion, lighting variation, water stains, and coal slurry coverage—a dynamic weighing method for coal and gangue was proposed, integrating a tension sensor and an acceleration sensor to enable secondary recognition. …”
Get full text

Probing Public Perceptions of Antidepressants on Social Media: Mixed Methods Study by Jianfeng Zhu, Xinyu Zhang, Ruoming Jin, Hailong Jiang, Deric R Kenne

“…MethodsData were collected from AskaPatient and Reddit, analyzed using natural language processing and large language models. …”
Get full text

Steel surface defect detection method based on improved YOLOv9 by Cong Chen, Hoileong Lee, Ming Chen

“…However, the diverse types and significant size variations of defects on steel surfaces pose great challenges. …”
Get full text

An enhanced substation equipment detection method based on distributed federated learning by Zhuyun Li, Qiutong Qin, Yingyi Yang, Xiaoming Mai, Yuya Ieiri, Osamu Yoshie

“…These results confirm the method’s effectiveness in improving substation equipment recognition securely and efficiently.…”
Get full text

Dynamic Calibration Method of Multichannel Amplitude and Phase Consistency in Meteor Radar by Yujian Jin, Xiaolong Chen, Songtao Huang, Zhuo Chen, Jing Li, Wenhui Hao

“…Despite the inherently dynamic nature of these inconsistencies, the majority of existing research predominantly employs static calibration methods to address these issues. In this study, we propose a dynamic adaptive calibration method that combines normalized least mean square and correlation algorithms, integrated with hardware design. …”
Get full text

A Novel Theoretical Method for Upscaling Permeability in Hydrate‐Bearing Sediments by Xiwei Gao, Gang Lei, Yingjie Zhao, Qinzhuo Liao, Fulong Ning

“…In this study, we propose an innovative upscaling method that integrates flow properties of typical regions, such as coarse, medium, and fine regions, to predict the Darcy‐scale permeability of HBS from the pore‐scale. …”
Get full text

Lightweight and robust ship detection method driven by self-attention mechanism by Feng MA, Zihui SHI, Jie SUN, Chen CHEN, Xianbin MAO, Xinping YAN

“…MethodFirst, this method constructs a feature fusion and extraction network that is highly sensitive to small objects by integrating the Swin Transformer module (STR) with the classic CSPDarknet53 network. …”
Get full text

Multi-Vehicle Object Recognition Method Based on YOLOv7-W by Xin Liu, Jingbin Zhao, Zhi Zhang, Rongxing Wu, Xun Li

Get full text

Geospatial Modeling Methods in Epidemiological Kidney Research: An Overview and Practical Example by R. Blake Buchalter, Sumit Mohan, Jesse D. Schold

“…Geospatial modeling methods in population-level kidney research have not been used to full potential because few studies have completed associative spatial analyses between risk factors and exposures and kidney conditions and outcomes. …”
Get full text

Resolve Ties Method for Re-establishing Fit for Purpose Survey Boundaries by Ismail Wadembere

“…However, to achieve the best results, the study found out that, ties should be integrated with procedures from methods used at initial FFP survey to come up with the optimal Resolve Ties method that incorporates self-resolving technique that reduces variations to achieve FFP accuracy for boundary re-establishment from reference features. …”
Get full text

Integrating parental genomes to reduce reference bias and identify intramuscular fat genes in Qinchuan Black pigs by Guangquan Lv, Peiyu Yang, Ao Guo, Minghao Cao, Dong Li, Zhe Liu, Mingyu Wang, Jingchun Sun, Rongrong Ding, Taiyong Yu

“…We provided two high-quality parental genomes at the chromosomal level and constructed a parental genomic reference panel to detect SNPs (single nucleotide polymorphisms), INDELs (insertions and deletions), and SVs (structural variations). Compared with the single-reference method, the integrated parental genomic strategy identified 5.48% more SNPs and 67.84% more INDELs. …”
Get full text