A contrastive learning framework with dual gates and noise awareness for temporal knowledge graph reasoning by Siling Feng, Bolin Chen, Qian Liu, Mengxing Huang

“…However, existing methods face three major challenges: (1) the difficulty of capturing long-distance dependencies in information sparse environments; (2) the problem of noise interference; (3) the complexity of modeling temporal relationships. …”
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Dynamic Bidirectional Feature Enhancement Network for Thin Cloud Removal in Remote Sensing Images by Yu Wang, Hao Chen, Ye Zhang, Guozheng Li

“…These modules efficiently capture long-range contextual dependencies and suppress cloud noise interference. Next, an adaptive local feature enhancement block is constructed using cross-fusion and adjacent feature propagation between dynamic convolutions, aimed at enhancing the ability of model to recover details. …”
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Increased Expression of Chitinase 3-Like 1 in Aorta of Patients with Atherosclerosis and Suppression of Atherosclerosis in Apolipoprotein E-Knockout Mice by Chitinase 3-Like 1 Gene... by Zushun Gong, Shanshan Xing, Fei Zheng, Qichong Xing

“…A lentivirus carrying small interfering RNA targeting the expression of CHI3L1 was constructed. Fifty ApoE−/− mice were divided into control group and CHI3L1 gene silenced group. …”
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Voices of the Past, Echoes of the Present: The Influence of the Amerindian Languages of Latin America on Modern Spanish by A. N. Gurov

“…The Spanish colonization of the Americas resulted in a process of interaction between the Spanish language and the substrate, resulting in complex linguistic interference.Despite extensive research (R. Lenz, P. …”
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Gob-Side Entry Retaining Technology with Advanced Empty Hole Butterfly-Shaped Weakening in Three-Soft Coal Seam in China by Tao Yang, Jie Zhang

“…The force model of void is established, and the stress concentration of void and interference effect of stress superposition between holes is simulated by COMSOL numerical simulation software. …”
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Research on Intelligent Classification of Service Hotline Work Orders Based on Semantic Recognition by MAO Xiaolei

“…Using such library as a domain dictionary, an intelligent text classification model based on distributed text vector representation and integrating the Transformer self-attention mechanism is constructed. In the proposed intelligent text classification model, the attention focus is more concentrated on the words strongly relevant to the classification task, thus reducing the interference of irrelevant words in the context on the classification results, and texts with different semantics in different contexts can also be dynamically displayed to achieve the classification of passengers′ intentions. …”
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M-Shaped Conformal Antenna with FSS Backing for Gain Enhancement by Madhavi Devi Lanka, Subbarao Chalasani

“…It also enables fine control of the radiation pattern, frequency-selective gain, and interference elimination. The designed antenna consists of an M-shaped model on the visible sideways along with a complement split ring resonator and a defective ground structure on the bottom side. …”
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Research on Methods for the Recognition of Ship Lights and the Autonomous Determination of the Types of Approaching Vessels by Xiangyu Gao, Yuelin Zhao

“…Firstly, to address the challenges of the small target characteristics of ship lights and complex environmental interference, an improved YOLOv8 model is developed: The dilation-wise residual (DWR) module is introduced to optimize the feature extraction capability of the C2f structure. …”
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Born Approximation Multi-Resolution Imaging for TEM Pseudo Wavefield Based on Differential Pulse by Ya'Nan Fan, Xiu Li, Kailiang Lu, Juanjuan Li, Tianchi Fu, Xiaozhao Li

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Research on community characteristics of vegetation restoration in hilly power engineering based on multi temporal remote sensing technology by Chen Bin, Lei Dong, Huang Liangjun, Liu Qingdong, Zhao Xuan, Shi Yuanping

“…In order to accurately identify and evaluate the interference caused to vegetation environment during the construction process of current power transmission and transformation projects in hilly areas, especially in response to the obvious shortcomings of traditional unmanned aerial vehicles and manual detection methods, this study analyzes the composition of vegetation disturbance environment of power transmission and transformation projects in hilly areas from two aspects of natural environmental factors and human environmental factors. …”
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Application of Power Wireless Private Network in Ubiquitous Power Internet of Things by Zhe WANG, Hongda ZHAO, Mingxia ZHU, Xia ZHOU, Xiangpeng XIE, Hongfu XIE, Bipeng ZANG

“…Based on the application scenarios, the existing issues during the construction of power wireless private network are put forward, such as the communication interference, cyber security, business continuity and base station location selection. …”
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A Comprehensive Data Description for LoRaWAN Path Loss Measurements in an Indoor Office Setting: Effects of Environmental Factors by Nahshon Obiri, Kristof van Laerhoven

“…As an example of how this dataset can be utilized, we tested and evaluated a refined Log-Distance Path Loss and Shadowing Model that integrates both structural obstructions (Multiple Walls) and Environmental Parameters (LDPLSM-MW-EP). …”
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Research on the evaluation of canal route schemes based on multiattribute decisionmaking methods by Xinran Fan, Shiwen Tai, Liang Zhong, Weikun Liang, Jinchen Liu, Shuai Wang, Pei Zheng, Zhilong Wu

“…Abstract The scientific evaluation of canal route schemes is a crucial aspect of canal engineering design, directly affecting construction costs and overall benefits. Addressing this multi-attribute decision-making problem, this study establishes a comprehensive evaluation system: Initially, a multi-level evaluation system comprising four criteria layers and 20 specific indicators is constructed from the dimensions of technical feasibility, economic benefits, social impact, and environmental protection. …”
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Image Compression-Encryption Scheme via Fiber Specklegram-Based Compressive Sensing and Double Random Phase Encoding by Yan Liu, Yaohua Hu, Yang Li, Qi Qin, Guangde Li, ZhongWei Tan, Muguang Wang, FengPing Yan

“…The measurement matrices for CS are constructed from multimode fiber specklegrams resulting from modes excitation and interference, which show better performance compared with those based on Gaussian random variables. …”
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A lightweight semantic segmentation method for concrete bridge surface diseases based on improved DeeplabV3+ by Zhiyuan Yu, Chunquan Dai, Xiaoming Zeng, Yunlong Lv, Haisheng Li

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Research on Tripartite Evolutionary Game and Stability Analysis Considering Multi-Agent Cooperation Between Pumped Storage Station and Wind-Solar Power Stations by DUAN Shaowei, CAI Ye, TANG Xiafei, TANG Liang, TAN Yudong

“…However， as a non completely rational game method， it ignores the complexity and randomness of the game process. This article constructed a benefit coordination model based on evolutionary game theory， optimized the output of each agents， and solves the evolutionary game benefit matrix. …”
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High SERS performance of functionalized carbon dots in the detection of dye contaminants by Yanqiu Yang, Lingru Kong, Yong Ding, Lixin Xia, Shuo Cao, Peng Song

“…The functional nanocomposite is novel and challenging to construct and implement through surface enhanced Raman scattering (SERS) strategy to reveal the contributions in application. …”
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Work Emotion Intervention and Guidance Training Method for Enterprise Employees Based on Virtual Reality by Lixun Zhu

“…According to the analysis, the problems are summarized, and it is believed that the company still has certain room for improvement and improvement potential in terms of corporate culture construction, emotional counseling system construction, and human resource career planning. …”
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Prognostic impact of angiotensin-converting enzyme inhibitors and dexmedetomidine in acute respiratory distress syndrome: a MIMIC-IV-based retrospective cohort analysis by Qingli Hong, Xiaozan Yang, Huahong Yang, Xuanzhao Zhou, Jiaqi Tang, Zhongmei Wen

“…Subsequently, a Cox regression model was constructed to screen for meaningful variables. Moreover, a multi-model Cox regression was constructed to exclude the interference of confounding factors and explore the effects of ACEIs alone, dexmedetomidine alone, and ACEIs combined with dexmedetomidine on the prognosis of patients with ARDS. …”
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Improving the Prediction of GNSS Satellite Visibility in Urban Canyons Based on a Graph Transformer by Shaolong Zheng, Kungan Zeng, Zhenni Li, Qianming Wang, Kan Xie, Ming Liu, Shengli Xie

“…To learn from irregular GNSS measurements, a sky satellite graph is constructed as input to a graph neural network by using satellites captured in the same epoch, which can represent the spatial relationships between satellites and enable the model to learn satellite-related features sufficiently well. …”
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