EM-T1Safety Science2027205: 107460A graph neural network surrogate for traffic simulation in probabilistic wildfire evacuation planningMohammad Pishahang, Eduardo Rodríguez, Enrique López Droguett被引 0阅读 6基金开放获取海洋工程路网损毁与基础设施韧性疏散行为与风险认知
EM-T1Geomatics, Natural Hazards and Risk202516(1)A spatiotemporal displacement prediction method for InSAR-detected landslides using a graph neural network coupling spatial and temporal featuresYunhao Zhang, Yi He, Fei Gao, Tianbao Huo 等 7 人被引 7阅读 1高影响力 前 10%基金开放获取航空航天工程复合灾害与灾害链疏散行为与风险认知金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202436(6): 1715-1736A Graph-Based Approach for Relating Integer ProgramsZachary Steever, Kyle Hunt, Mark H. Karwan, Junsong Yuan 等 5 人被引 2阅读 3开放获取计算理论与数学金融风险与机器学习
EM-T1Reliability Engineering & System Safety2027277: 113193Capturing typhoon‑driven causality: A dynamic graph convolutional network approach to interpretable storm surge forecastingZhicheng Zhu, Zhifeng Wang, Changming Dong, Xingru Feng被引 0阅读 4基金开放获取大气科学洪涝风险与减灾
EM-T1Reliability Engineering & System Safety2025259: 110928-110928Knowledge embedded spatial–temporal graph convolutional networks for remaining useful life predictionXiao Wei Cai, Dingcheng Zhang, Yang Yu, Min Xie被引 39阅读 3高影响力 前 1%开放获取控制与系统工程金融风险与机器学习
EM-T1Risk Analysis202344(6): 1514-1534Spatiotemporal multi‐graph convolutional network‐based provincial‐day‐level terrorism risk predictionLanjun Luo, Boxiao Li, Chao Qi被引 6阅读 2高影响力 前 10%基金社会学与政治学金融风险与机器学习
EM-WoSInformation Sciences2027762: 124236STGCM: Sign-aware triple graph collaborative model for recommendationShudong Wang, Dongqin Wang, Kuijie Zhang, Xuyao Duan 等 5 人被引 0阅读 5开放获取信息系统
EM-WoSExpert Systems with Applications2027332: 133743A graph neural network-based framework for fidelity-aware multimodal emotion recognition with modality-specific transformersAxel Gedeon Mengara Mengara, Sathishkumar Moorthy, Sathiyamoorthi Arthanari, Hyo-won Kim 等 5 人被引 0阅读 5开放获取实验与认知心理学
EM-T1Reliability Engineering & System Safety2027277: 113277Traffic collision severity prediction and factor analysis: a framework integrating graph convolutional network, cost-sensitive ensemble learning, and Shapley additive explanationsRunze Liu, Jinjun Tang, Benxiao Lou, Xiaoran Gong 等 5 人被引 0阅读 3基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2023242: 109776-109776Remaining useful life prediction using graph convolutional attention networks with temporal convolution-aware nested residual connectionsYupeng Wei, Dazhong Wu, Janis P. Terpenny被引 49阅读 3高影响力 前 10%开放获取控制与系统工程
EM-WoSInformation Sciences2027759: 124050Spiking neural-like graph convolutional model for temporal knowledge graph completion taskYu Cao, Bing Li, Hong Peng被引 0阅读 2人工智能
EM-T1Accident Analysis & Prevention2023194: 107340-107340Exploring the impact of trip patterns on spatially aggregated crashes using floating vehicle trajectory data and graph Convolutional NetworksJiahui Zhao, Pan Liu, Zhibin Li被引 22阅读 4高影响力 前 10%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026274: 112433-112433Spatial-temporal graph hybrid neural network for remaining useful life prediction of aero-enginesYonglei Ren, Zong Meng, Jimeng Li被引 9阅读 2高影响力 前 1%基金控制与系统工程
EM-T1Reliability Engineering & System Safety2025270: 112165-112165Keyphrase-enhanced multi-level heterogeneous text graph construction strategy based graph convolutional neural network for imbalanced aviation report risk analysisXiao Zhuang, Jing Cai, Di Zhou, Weifang Sun 等 5 人被引 1阅读 2基金人工智能
A+INFORMS Journal on ComputingUTD242025Code and Data Repository for Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic PredictionPingping Dong, Xiaolin Wang, Indranil Bose, Kam K.H. Ng 等 6 人被引 1阅读 1建筑与施工
EM-WoSExpert Systems with Applications2027333: 133767Dense multi-scale graph token transformer for local-global graph representation learningDongdong Li, Jinchen Han, Bohan Yang, Zhe Wang被引 0阅读 4人工智能
EM-T1Natural Hazards2025122(1)Optimizing graph neural networks for rockfall susceptibility mapping: a feature selection and hazard prediction approachLeila Goli Mokhtari被引 3阅读 5高影响力 前 10%环境管理、监测、政策与法规
EM-T1Reliability Engineering & System Safety2027278: 113555Community resilience: A hybrid framework of multi-agent simulation and spatiotemporal graph learningHailu Wan, Zhuo Jin, Gengqiang Huang, Shuang Li 等 5 人被引 0阅读 4开放获取建模与仿真应急治理与韧性政策
EM-WoSInformation Sciences2026124159MD-GCN: Attention-fused multi-view dependency graph convolutional network for aspect-based sentiment analysisChuan Bai, Yanli Chen, Jinrong Mo, Xiaoguang Liu 等 7 人被引 0阅读 2人工智能
EM-T1Reliability Engineering & System Safety2024247: 110117-110117Deep dynamic high-order graph convolutional network for wear fault diagnosis of hydrodynamic mechanical sealXinglin Li, Luofeng Xie, Bo Deng, Houhong Lu 等 8 人被引 52阅读 1高影响力 前 10%基金控制与系统工程