Real‐Time Behaviour Recognition on Bio‐Loggers Enables Autonomous Audio Playback Experiments in Free‐Ranging Seabirds by Ryoma Otsuka, Hibiki Sugiyama, Yuichi Mizutani, Ken Yoda, Takuya Maekawa

“…Using three response indicators (based on acceleration, GPS, and video data), Bayesian statistical modelling and causal inference analysis showed that several birds clearly responded to the audio stimuli, but to both predator call and noise sound. …”
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Using of a single-phase synchronous multi-winding generator with permanent magnets for the power supply of an autonomous consumer by D. A. Kotin, I. А. Ivanov

“…Consider the existing ways of using electromechanical converters for power supply of an autonomous consumer. Conduct a comparative analysis of electromechanical converters, scenarios and conditions for their use in the power supply of an autonomous consumer. …”
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Development of an efficient method for object detection and localization in 3D space using RGBD cameras for autonomous systems by Nataliya Boyko

“…The algorithm outperforms existing models in terms of processing speed while demonstrating comparable or superior positioning accuracy. …”
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Recent Developments and Future Prospects in the Integration of Machine Learning in Mechanised Systems for Autonomous Spraying: A Brief Review by Francesco Toscano, Costanza Fiorentino, Lucas Santos Santana, Ricardo Rodrigues Magalhães, Daniel Albiero, Řezník Tomáš, Martina Klocová, Paola D’Antonio

“…This study provides an in-depth analysis of the three main categories of autonomous sprayers—drones, ground-based robots, and tractor-mounted systems—that incorporate machine learning techniques. …”
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A comparative study on trajectory tracking control methods for automated vehicles by Dequan Zeng, Shicong Pan, Yinquan Yu, Yiming Hu, Jinwen Yang, Peizhi Zhang, Lu Xiong, Giuseppe Carbone, Letian Gao

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MATHEMATICAL MODELS OF TRAINING AND EVALUATION OF COMPETENCE QUALITY ACQUISITION IN EDUCATIONAL PROCESS by Sergey A. Barkalov, Sergey I. Moiseev, Natalia S. Kocherga, Elena V. Solovyeva

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From Camera Image to Active Target Tracking: Modelling, Encoding and Metrical Analysis for Unmanned Underwater Vehicles by Samuel Appleby, Giacomo Bergami, Gary Ushaw

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Large Language Models in Transportation: A Comprehensive Bibliometric Analysis of Emerging Trends, Challenges, and Future Research by Mahbub Hassan, Md. Emtiaz Kabir, Muzammil Jusoh, Hong Ki An, Michael Negnevitsky, Chengjiang Li

“…This paper presents a comprehensive review and bibliometric analysis of Large Language Models (LLMs) in transportation, exploring emerging trends, challenges and future research. …”
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Soybean–Corn Seedling Crop Row Detection for Agricultural Autonomous Navigation Based on GD-YOLOv10n-Seg by Tao Sun, Feixiang Le, Chen Cai, Yongkui Jin, Xinyu Xue, Longfei Cui

“…Then, an improved model GD-YOLOv10n-seg model was constructed by integrating GhostModule and DynamicConv into the YOLOv10n-segmentation model. …”
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Correlation analysis of satisfaction with subspecialty management model in operating rooms: a cross-sectional survey in China by W. Wang, J. Shen, Y. Ma, Y. Chen, R. Gong, Q. Qian, Y. Sun

“…The questionnaire encompassed five dimensions: specialty care, nursing care quality, academic research, patient satisfaction, and nursing growth Through reliability analysis, validity analysis, correlation analysis, and regression analysis, we investigated the relationships among these variables and their influence on satisfaction with the OR subspecialty management model. …”
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Anti-Collision Path Planning and Tracking of Autonomous Vehicle Based on Optimized Artificial Potential Field and Discrete LQR Algorithm by Chaoxia Zhang, Zhihao Chen, Xingjiao Li, Ting Zhao

“…By integrating a distance adjustment factor, this research aims to rectify traditional APF limitations. A safety distance model and a sub-target virtual potential field are established to facilitate collision-free path generation for autonomous vehicles. …”
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The Effects of Specific Gut Microbiota on Hyperuricemia — A Mendelian Randomization Analysis and Clinical Validation by Αikepa D, He Y, Chen W, Liang M, Du Y, Chen X, Du M, Zhu Y, Wang J, Sun Y

“…Clinical validation showed that high Clostridiaceae and low Ruminococcus abundance could distinguish HUA patients from healthy individuals, and the predictive diagnostic efficacy of Clostridiaceae was better. The combined model further enhanced diagnostic accuracy.Conclusion: Our findings provide important information on the micro-biome features of HUA and novel insights into the further determination of the roles of the involved microorganisms, providing a reference for disease diagnosis and the development of microbial therapies.Keywords: gut microbiome, hyperuricemia, Mendelian randomization, diagnostic model…”
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Coexistence of Multiple Points, Limit Cycles, and Strange Attractors in a Simple Autonomous Hyperjerk Circuit with Hyperbolic Sine Function by M. Fouodji Tsotsop, J. Kengne, G. Kenne, Z. Tabekoueng Njitacke

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Relationship between physical activity and sarcopenia among elderly people in ten provinces (autonomous regions) of China, 2022—2023 by Yuchen WANG, Huijun WANG, Yuna HE, Chang SU, Jiguo ZHANG, Wenwen DU, Xiaofang JIA, Feifei HUANG, Li LI, Jing BAI, Yanli WEI, Xiaofan ZHANG, Fangxu GUAN, Yifei OUYANG

“…Multiple logistic regression models and restricted cubic splines (RCS) were used to assess the association between PA duration/volume and sarcopenia.ResultsIn 10 provinces (autonomous regions) of China, the prevalence of sarcopenia in the elderly aged 60 years and above was 5.5% (95%CI: 4.7%, 6.2%). …”
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Study of Renewable Potential of the Republic of Armenia for Implementation of Hybrid Autonomous Power Supply System Using Solar Photovoltaic Modules by N. R. Kostik, S. A. Tarasov, G. Ye. Ayvasyan

“…Ten additional variants of AHRESS were modeled in order to optimize the component base of the configuration.Conclusion. …”
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Default Prediction Using the Cox Regression Model and Macroeconomic Conditions – A Lifetime Perspective by Aneta Ptak-Chmielewska, Juan Pablo Espinosa Gonzalez

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Online Prediction Method for Power System Frequency Response Analysis Based on Swarm Intelligence Fusion Model by Lin Xu, Li Li, Meiying Wang, Xiangxu Wang, Yicong Li, Weidong Li, Kuanjiu Zhou

“…The model structure is adapted autonomously, implementing a method for online frequency response analysis. …”
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Forecast generation model of municipal solid waste using multiple linear regression by J.A. Araiza-Aguilar, M.N. Rojas-Valencia, R.A. Aguilar-Vera

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Transcriptome Analysis of Myocardial Ischemic‐Hypoxic Injury in Rats and Hypoxic H9C2 Cells by Nan Niu, Huangtai Miao, Hongmei Ren

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Analysis of errors of the artificial horizon sensor based on vision system by A. A. Sheinikau, L. A. Ivanitski, V. A. Malkin

“…A discrete stochastic mathematical model of an unmanned aerial vehicle orientation system based on an onboard vision system has been developed. …”
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