Few-shot learning for novel object detection in autonomous driving by Yifan Zhuang, Pei Liu, Hao Yang, Kai Zhang, Yinhai Wang, Ziyuan Pu

“…Additionally, we design a one-stage object detector for efficient object detection in autonomous driving scenarios. Experiments on a self-driving dataset augmented with rare objects alongside the popular few-shot object detection (FSOD) benchmark, the pattern analysis, statical modeling, and computational learning PASCAL Visual Object Classes (PASCAL-VOC), demonstrate state-of-the-art accuracy in rare categories and superior inference speed compared to alternative algorithms. …”
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A Theoretical Framework for Autonomous Vehicles: A Sustainability Perspective by Esther Chota, Frederick Bruce, Daniel Arthur, Michael Fumey

“…Autonomous vehicles (AVs) have inspired tremendous interest in solving existing transportation sector difficulties, especially with recent breakthroughs in sustainable ways of transportation. …”
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Understanding the Impacts of Rainfall Variability on Natural Forage–Livestock Dynamics in Arid and Semi-Arid Environments by Thabo S. Nketsang, Semu Mitiku Kassa, Moatlhodi Kgosimore, Gizaw Mengistu Tsidu

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Comparative Analysis of Three Preloaded and One Manual Injector for Intraocular Lens Implantation by K. B. Pershin, N. F. Pashinova, A. Yu. Tsygankov, I. V. Kosova, O. S. Saidalieva

“…This paper presents the first worldwide comparative analysis of four IOL implantation systems, including Isert®, Multisert®, Autonome®, and Monarch®. …”
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Group Socialization of Digital Games to Encourage Users' Autonomous Reading Behavior and Content Backtracking: Based on the Domestic Console Game “Black Myth: WUKONG” Known Outside... by Chaochen WANG, Ayang QI, Xiaoqing XU, Linwei CUI

“…[Results/Conclusions] Analysis of the five thematic clusters identified by the LDA modeling revealed that in the user behaviors focused on the theme of cultural exploration, 38.3% of the user behavior data showed increased exploratory engagement with original literary works and related content during "WUKONG" mediated group interactions. …”
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A Study on Consumers’ Willingness to Purchase Autonomous Vehicles from a Multi-Party Interaction Perspective: A Tripartite Evolutionary Game Model Involving the Government, Automob... by Chengcheng Mo, Fujian Chen, Zeyu Wang

“…By constructing a tripartite evolutionary game model of governments, automobile manufacturers, and consumers, we analyze the stable choice of unilateral strategy and equilibrium strategy of autonomous vehicle purchase intention. …”
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Policy Efforts to Promote the Adoption of Autonomous Vehicles: Subsidy and AV Lanes by Chao Liu, Hongfei Jia, Yu Lin, Guanfeng Wang, Jingjing Tian, Ruiyi Wu, Heyao Gao

“…Due to the mutual influence of the two models, an iterative optimization approach is applied to solve the whole model. …”
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Coupled Control of Traffic Signal and Connected Autonomous Vehicles at Signalized Intersections by Dan Wang, Zhizhou Wu, Guosheng Ma, Zhibo Gao, Zhidan Yang

“…To enhance the traffic operation efficiency at signalized intersections, a model for coupled control of traffic signals and connected autonomous vehicles at isolated signalized intersections is proposed. …”
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Optimal Signal Design for Mixed Equilibrium Networks with Autonomous and Regular Vehicles by Nan Jiang

“…The sensitivity analysis based method is used to solve the bilevel optimization model. …”
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Autonomic nervous system and mediating role of respiratory function in patients with ALS by Nieves de Bernardo, José Enrique de la Rubia Ortí, Carlos Villarón-Casales, Jesús Privado, Rosa Maset-Roig, Montse Cañabate, David Sancho-Cantus, Inmaculada Orrit Sanz, Raquel Fernández Fernández, Belén Proaño, Asta Tvarijonaviciute, Camila Peres Rubio, María Benlloch, Rubén Menargues-Ramírez, Jorge Alarcón-Jiménez

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Self-Concept Used by Autonomous Multilingual Learner for Improving Speaking Ability by Anna Ashry Savirah Elbagiz, Adityo

“…This research used a document analysis as a qualitative research method and Fiki Naki’s YouTube videos will be the research object for completing the analysis. …”
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Automatic Identification of Critical Damage Value with In-situ Shearing Test and Notched Plate Tensile Test with Image Analysis by Yoshida Yoshinori, Kutsukake Asuka

“…Critical damage values in Cockcroft and Latham's and Ayada's models are automatically identified using autonomous-driven finite element analysis (ADFEA). …”
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Completeness Assessment and Autonomous Resampling of Building Point Clouds with Aerial Priors by Y. Chen, S. Tang, W. Wang, T. Yu, L. Xie, X. Li, Y. Zhang, R. Guo

“…The proposed method is evaluated through experiments conducted in both simulation and real-world scenarios. Effectiveness analysis is performed from the perspectives of point cloud completeness and building model reconstruction accuracy. …”
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Cognitive Disorders Awareness and Associated Risk Factors in Xizang Autonomous Region by HAO Yu, WANG Junshan, ZHUO Ma, SUOLANG Quzhen, JI Shiyong, HU Yaxiong, DING Zhijie, CIDAN Zhuoga, YUAN Jing, ZHAO Yuhua

“…Subgroup analysis stratified by occupation showed that education level of high school or below (OR=3.00, 95% CI: 1.10-8.15, P=0.031) and no prior contact with cognitive impairment patients (OR=3.13, 95% CI: 1.14-8.60, P=0.027) were associated with lower awareness among non-healthcare workers, while no prior contact with cognitive impairment patients (OR=3.40, 95% CI: 1.61-7.20, P=0.001) was associated with lower awareness among healthcare workers.ConclusionsAwareness of cognitive impairment disorders among residents of the Xizang Autonomous Region needs improvement. …”
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A chemical autonomous robotic platform for end-to-end synthesis of nanoparticles by Fan Gao, Hongqiang Li, Zhilong Chen, Yunai Yi, Shihao Nie, Zihao Cheng, Zeming Liu, Yuanfang Guo, Shumin Liu, Qizhen Qin, Zhengjian Li, Lisong Zhang, Han Hu, Cunjin Li, Liang Yang, Yunhong Wang, Guangxu Chen

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Classification of Moral Decision Making in Autonomous Driving: Efficacy of Boosting Procedures by Amandeep Singh, Yovela Murzello, Sushil Pokhrel, Siby Samuel

“…Autonomous vehicles (AVs) face critical decisions in pedestrian interactions, necessitating ethical considerations such as minimizing harm and prioritizing human life. …”
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Analysis of the implications of digital voting through neutrosophic Delphi modeling by Diego Pablo Palma Rivera, Silvio Amable Machuca Vivar, Bolívar Enrique Villalta Jadan, Misael Abisai Valarezo Bracho

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Enhancing Fault Detection in AUV-Integrated Navigation Systems: Analytical Models and Deep Learning Methods by Huibao Yang, Bangshuai Li, Xiujing Gao, Bo Xiao, Hongwu Huang

“…In complex underwater environments, the stability of navigation for autonomous underwater vehicles (AUVs) is critical for mission success. …”
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Various Modeling Approaches of Photovoltaic Module: A Comparative Analysis by Vijay Laxmi Mishra, Yogesh K Chauhan, Kripa S. Verma

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Dynamics of Predator-prey Model under Fluctuation Rescue Effect by Ghassan E. Arif, Jawdat Alebraheem, Warif B. Yahia

“… This paper presents a novel idea as it investigates the rescue effect of the prey with fluctuation effect for the first time to propose a modified predator-prey model that forms a non-autonomous model. However, the approximation method is utilized to convert the non-autonomous model to an autonomous one by simplifying the mathematical analysis and following the dynamical behaviors. …”
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