Cytotoxicity to cells revealed the virulence-associated protein E gene as a potential virulence factor in methicillin-resistant Staphylococcus aureus by Dengyuan Li, Yu Shi, Ning Zou, Tingting Yang, Wenpeng Gu, Feng Liao

“…The SWISS-MODEL protein structure prediction demonstrated that the VirE protein was mainly an α-helical structure, and protein interaction analysis showed that the VirE protein and phage-related proteins formed an interaction network. …”
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Enhanced motorway capacity estimation considering the impact of vehicle length on the fundamental diagram by Erik Giesen Loo, Robert Corbally, Lewis Feely, Andrew O'Sullivan

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Modulation of oral vaccine efficacy by the gut microbiota by Yingying Hou, Jinqi Li, Yue Wu

“…Nevertheless, oral vaccine efficacy is insufficient, and there is heterogeneity in the vaccine response among individuals, which may be attributed to the complex network of interactions in the gastrointestinal tract. …”
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Advances in theta-burst transcranial magnetic stimulation for auditory comprehension deficits in post-stroke aphasia by Yuling Jing, Haoyang Duan, Wendong Yang, Hong Zhang, Lianxi Dong, Zhenlan Li

“…Aphasia is a language network disorder caused by organic brain lesions, which severely affects patients' daily communication and interaction. …”
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RMVAD-YOLO: A Robust Multi-View Aircraft Detection Model for Imbalanced and Similar Classes by Keda Li, Xiangyue Zheng, Jingxin Bi, Gang Zhang, Yi Cui, Tao Lei

“…First, we propose a novel Robust Multi-Link Scale Interactive Feature Pyramid Network (RMSFPN), which robustly extracts features of the same aircraft category from multiple views while enhancing feature differentiation between different aircraft categories. …”
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Composite Hydrogels with Rapid Self-Healing, Stretchable, Moldable and Antibacterial Properties Based on PVA/ε-Poly-<span style="font-variant: small-caps">l</span>-lysine/Hyaluroni... by Na Sun, Xiangnan Liu, Wenqi Lv, Chunlin Xu, Ailing Zhang, Panpan Sun

“…Having fabricated the dynamic network structure, the damage gap of the composite hydrogels can heal within 1 min, presenting an excellent self-healing ability. …”
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Traffic flow prediction based on spatiotemporal encoder-decoder model. by Yuanming Ding, Wei Zhao, Lin Song, Chen Jiang, Yunrui Tao

“…This allows for simultaneous feature extraction and temporal modeling, thereby enhancing the model's efficiency and performance, and strengthening its ability to model time series. In the encoder part of the ESGCN-EDM, the aPFGCN is combined with the TCBiL to handle the spatiotemporal coupling interactions of the road network. …”
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Fault reconfiguration control strategy of islanded marine ranching power supply system based on deep reinforcement learning by Yichun Wang, Bo Zhang, Rongjie Wang, Jiang Desong, Yabo Cui, Zhouyang Sun, Hao Liu

“…To enhance convergence efficiency and generalization capability of the algorithm, noise networks are used to improve exploration ability of dueling DQN algorithm by implementing linear layers with learnable noise using an adaptive noise model. …”
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Identifying Socio-Technical Risks in Open-Source Software for Scholarly Communications: Tools, Metrics, and Opportunities for Libraries to Support Sustainable Development by Pierre Lasou, Tomasz Neugebauer, Pamela Carson

“…While all aspects of OSS projects may be evaluated at the project or network/ecosystem level, addressing the actors, software, or orchestration (Linåker et al., 2022), community evaluation that looks at the interaction patterns between project contributors is the practical focus of this research paper since there are multiple human factors that librarians who may not be software developers can impact. …”
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Quantitative assessment of the potential of retail outlets by K. A. Lychagin

“…The  approach  describes cybernetic  mechanisms of interaction  of agents with  the ability to adapt  to the needs of the population  based  on  the  analysis  of market  situations  in  order  to develop  intelligent  management  systems  for enterprises  to increase their market  potential  and  competitiveness.  …”
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FORMATION OF INFORMATION AND DIGITAL COMPETENCE OF PRIMARY SCHOOL PUPILS IN THE CONTEXT OF THEIR CYBER SOCIALIZATION by Valeria V. Styehantseva

“…The theoretical analysis of scientific concepts that are caused by the process of pupils cyber socialization, allowed to formulate the initial concept of research, where the information and digital competence of a primary school pupil is understood as the ability acquired by the student at the basic level to constructive and responsible social interaction and communication with adults and peers, to personal development based on the acquisition and updating of knowledge, skills and abilities of information and digital technologies, to high behavioural motivation and network ethics in the school digital environment.…”
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Winter wheat mapping using unbalanced multi-source remote sensing data by Haofei Li, Xiaohui He, Mengjia Qiao, Haonan Sun, Jinlan Kong, Xijie Cheng, Panle Li, Jian Zhang, Renyi Liu, Jiandong Shang

“…This data imbalance can lead to biased optimization during joint learning processes, hindering the network’s ability to capture comprehensive spatio-temporal information on winter wheat. …”
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AFDR-Det: Adaptive Feature Dual-Refinement Oriented Detector for Remote Sensing Object Detection by Jie Yang, Li Zhou, Yongfeng Ju

“…Additionally, most head networks use two branch networks to implement object localization and classification tasks separately, resulting in a lack of information interaction between the classification and localization tasks, leading to spatial feature misalignment issues. …”
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P-V-L Deep: A Big Data Analytics Solution for Now-casting in Monetary Policy by Maryam Hajipour Sarduie, Mohammadali Afshar Kazemi, Mahmood Alborzi, Adel Azar, Ali Kermanshah

“…So, it is necessary to consider the highly data-driven technologies and to use new methods of analysis, like machine learning and visualization tools, with the ability of interaction and connection to different data resources with varieties of data regarding the type of big data aimed at reducing the risks of policy-making institution’s investment in the field of IT. …”
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Cannabidiol as a multifaceted therapeutic agent: mitigating Alzheimer's disease pathology and enhancing cognitive function by Iu Raïch, Jaume Lillo, Joan Biel Rebassa, Christian Griñán-Ferré, Aina Bellver-Sanchis, Irene Reyes-Resina, Rafael Franco, Mercè Pallàs, Gemma Navarro

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Unraveling the oxidative stress landscape in diabetic foot ulcers: insights from bulk RNA and single-cell RNA sequencing data by Jialiang Lin, Linjuan Huang, Weiming Li, Haijun Xiao, Mingmang Pan

“…Methods Based on the single-cell and bulk RNA sequencing data of DFU, we conducted differential genes screening, machine learning, PPI network construction, immune infiltration analysis, drug prediction, TF-mRNA-miRNA network, cell-cell interaction, pseudotime trajectory analysis, external cohort validation, and in vitro experiments to develop the oxidative stress landscape in DFU. …”
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Optimal dispatching of integrated agricultural energy system considering ladder-type carbon trading mechanism and demand response by Liai Gao, Fan Fei, Yuchen Jia, Peng Wen, Xianlong Zhao, Hua Shao, Tianle Feng, Limin Huo

“…First, based on the construction of a reward and punishment model with ladder-type carbon trading mechanism, this paper explores the potential interaction between the coupling ability of multiple heterogeneous energy sources and carbon emissions in consideration of the impact of carbon capture equipment on carbon emissions. …”
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Multi-anchor adaptive fusion and bi-focus attention for enhanced gait-based emotion recognition by Jincheng Li, Xuejing Dai, Ruiao Yan, Chengqing Tang, Yunpeng Li

“…MDT-GCN extracts pose and action features from bone nodes using GCN and TCN networks, respectively. The MAAF module captures multi-scale temporal features to understand emotional expressions across different time ranges, while the BFA module focuses on both local and global features, enhancing the model’s ability to capture complex emotional information. …”
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Evaluation Model Based on the SGCNiFormer for the Influence of Different Storage Environments on Wheat Quality by Qingchuan Zhang, Zexi Song, Mingwen Bi

“…The system incorporates a graph convolutional network (GCN) and a dynamic gating module, enabling precise simulation of the multidimensional evolution of wheat quality under the interaction of moisture and temperature. …”
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MF-YOLO: Mask Wearing Detection Algorithm for Dense Environments by Peng Wen, Zhengyi Yuan, Junhu Zhang, Haitao Li

“…Finally, an enhanced feature-fusion strategy is employed to mitigate the loss of feature information during layer-by-layer transmission, improving the model&#x2019;s ability to fuse information at the same scale. Experimental results in the public MASK dataset and the self-built SFMD dataset demonstrate that the proposed algorithm significantly accelerates convergence while improving accuracy by 2.1% and 1.3%, respectively, compared to the original network. …”
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