Personalized Influential Community Search in Large Networks: A K-ECC-Based Model by Shi Meng, Hao Yang, Xijuan Liu, Zhenyue Chen, Jingwen Xuan, Yanping Wu

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Multiscale Spatio-Temporal Attention Network for Sea Surface Temperature Prediction by Zhenxiang Bai, Zhengya Sun, Bojie Fan, An-An Liu, Zhiqiang Wei, Bo Yin

“…In this paper, we propose a novel multi-scale spatio-temporal attention network, named MUSTAN, tailored for the SST prediction problem. …”
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Study on the Hierarchical Structure of the “Belt and Road” Aviation Network Based on K-Core Analysis by Hongguang Yao, Huihui Xiao, Wei Wei

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A Crash Severity Prediction Method Based on Improved Neural Network and Factor Analysis by Chen Zhang, Jie He, Yinhai Wang, Xintong Yan, Changjian Zhang, Yikai Chen, Ziyang Liu, Bojian Zhou

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The Impact of Photovoltaic Installations on Changes in Voltage Levels in the Low-Voltage Network by Anna Gawlak, Mirosław Kornatka

“…Due to the dynamic increase in the number of prosumer electrical installations in Poland, one may observe many negative effects of their development, including the deterioration of energy quality parameters and the reliability of the existing distribution network. …”
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Denoising and Feature Enhancement Network for Target Detection Based on SAR Images by Cheng Yang, Chengyu Li, Yongfeng Zhu

“…Second, we further propose a feature enhancement attention module (FEAM) to enhance the network’s ability to extract edge and contour features, as well as to improve its dynamic awareness of critical areas. …”
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Temporal Features-Fused Vision Retentive Network for Echocardiography Image Segmentation by Zhicheng Lin, Rongpu Cui, Limiao Ning, Jian Peng

“…The Vision RetNet encoder introduces explicit spatial priors by constructing a spatial decay matrix using the Manhattan distance. We conducted experiments on the EchoNet-Dynamic dataset and the CAMUS dataset, where our proposed model demonstrates competitive performance. …”
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Systems and Algorithms for Wireless Sensor Networks Based on Animal and Natural Behavior by Sandra Sendra, Lorena Parra, Jaime Lloret, Shafiullah Khan

“…These systems are called bioinspired systems and are used to improve aspects such as handling large-scale networks, provide dynamic nature, and avoid resource constraints, heterogeneity, unattended operation, or robustness, among many others. …”
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ACA-Net: adaptive context-aware network for basketball action recognition by Yaolei Zhang, Fei Zhang, Yuanli Zhou, Xiao Xu

“…To address this problem, an Adaptive Context-Aware Network (ACA-Net) for basketball player action recognition is proposed in this paper. …”
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Enhancing urban resilience: Managing flood-induced disruptions in road networks by Giuseppe Salvo, Ioannis Karakikes, Georgios Papaioannou, Amalia Polydoropoulou, Luigi Sanfilippo, Alberto Brignone

“…Conducted in Palermo, Italy, this study assesses the impacts of different emergency management strategies on urban mobility, providing insights into congestion, rerouting dynamics, and operational limitations at critical intersections during flood events. …”
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Impacts of Electric Vehicle Penetration on the Frequency Stability of Curaçao’s Power Network by Daniela Vásquez-Cardona, Sergio D. Saldarriaga-Zuluaga, Santiago Bustamante-Mesa, Jesús M. López-Lezama, Nicolás Muñoz-Galeano

“…As a key contribution, we present a representative model of Curaçao’s power network, adjusting the dynamic models of the speed governors of synchronous machines, using data available to the academic community. …”
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USING THE BLUE OCEAN STRATEGY BY UKRAINIAN CINEMA NETWORKS IN UNCERTAIN ENVIRONMENT by Bozhena Sheremeta, Natalia Chukhrai

“…The goal of the article is to determine the feasibility of applying the blue ocean strategy by Ukrainian cinema networks to support the trend of dynamic development of the industry. …”
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ECAN-Detector: An Efficient Context-Aggregation Network for Small-Object Detection by Gaofeng Xing, Zhikang Xu, Yulong He, Hailong Ning, Menghao Sun, Chunmei Wang

“…The model first employs an additional shallow detection layer to extract high-resolution features that provide more detailed information for subsequent stages of the network, and then incorporates a dynamic scaled transformer (DST) that enriches spatial perception by adaptively fusing global semantics and local context. …”
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Machine learning-driven molecular dynamics decodes thermal tuning in graphene foam composites by Pingyang Zhang, Shaodong Zhang, Yihan Qin, Tingting Du, Lei Wei, Xiangyu Li

“…Findings indicate PDMS fortifies structural stability while enabling dynamic thermal conductivity modulation in GF. This research provides critical insights into the micro-mechanisms of GF/PDMS composites and offers a theoretical foundation for applications in dynamic thermal management and self-powered sensor networks.…”
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College Student Social Dynamic Analysis and Educational Mechanism Using Big Data Technology by Jing Bai

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Abnormal intrahemispheric and interhemispheric dynamic functional connectivity density in male alcohol use disorder by Bohui Mei, Yarui Wei, Longyao Ma, Qiuying Tao, Jinghan Dang, Jieping Sun, Mengzhe Zhang, Yong Zhang, Jingliang Cheng

“…However, brain activity is highly dynamic.MethodsTo address this, we analyzed the dynamic changes in intrahemispheric and interhemispheric connectivity patterns from 55 AUD patients and 32 healthy controls. …”
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Automatic Virtual‐to‐real Calibration and Dynamic Registration of Deformable Tissue for Endoscopic Submucosal Dissection by Yupeng Wang, Huxin Gao, An Wang, Hongliang Ren

“…Finally, an ex vivo experiment involving a piece of small intestine is conducted to validate the effectiveness of the proposed system, with an MAE of 3.11 ± 0.56 mm for AR calibration and 3.20 ± 1.96 mm for dynamic registration error.…”
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An AI-Enabled Framework for <i>Cacopsylla chinensis</i> Monitoring and Population Dynamics Prediction by Ruijun Jing, Deyan Peng, Jingtong Xu, Zhengjie Zhao, Xinyi Yang, Yihai Yu, Liu Yang, Ruiyan Ma, Zhiguo Zhao

“…First, to enhance the model’s capability for detecting small targets, we developed a backbone network based on the RepVit block and its variants. …”
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Dynamic identification of candidate genes associated with higher tocopherol biosynthesis in Brassica napus seeds by Yunyun Zhang, Yunyun Zhang, Ping Qin, Yajun Liu, Yingnan Liu, Wenjing Li, Chunjuan Luo, Peng Chen, Chunyu Zhang

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Enhanced Human Action Recognition Using Fusion of Skeletal Joint Dynamics and Structural Features by S. N. Muralikrishna, Balachandra Muniyal, U. Dinesh Acharya, Raghurama Holla

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