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EM-T1Natural Hazards and Earth System Sciences202626(5): 2089-2109Probabilistic flood hazard mapping for dike-breach floods via graph neural networksRoberto Bentivoglio, Sebastiaan Nicolaas Jonkman, Elvin Isufi, Riccardo Taormina被引 3阅读 10高影响力 前 10%开放获取全球变化洪涝风险与减灾金融风险与机器学习
EM-WoSExpert Systems with Applications2024255: 124602-124602Addressing imbalance in graph datasets: Introducing GATE-GNN with graph ensemble weight attention and transfer learning for enhanced node classificationAbdul Joseph Fofanah, David Chen, Lian Wen, Shaoyang Zhang被引 37阅读 4高影响力 前 10%基金开放获取人工智能
EM-WoSInformation Sciences2023648: 119560-119560Learning and integration of adaptive hybrid graph structures for multivariate time series forecastingTing Guo, Feng Hou, Yan Pang, Xiaoyun Jia 等 6 人被引 13阅读 6基金开放获取信号处理
EM-T1International Journal of Disaster Risk Reduction2025130: 105836-105836LCP-GIS method for preventive conservation of heritage structures under wind actionElena López-Ortiz, Jianfei Dong, Shuang Li, Paloma Pineda被引 1阅读 13高影响力 前 10%基金开放获取考古学（人文）
A+INFORMS Journal on ComputingUTD242026Robust Meta-Graph Learning: Exploring Multilevel Feature Interrelationships To Enhance Multimodal Time Series PredictionZongxi Liu, Gang Chen, Shuaiyong Xiao, Huimin Zhao被引 0阅读 4管理科学与运筹学金融风险与机器学习
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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 6高影响力 前 10%基金社会学与政治学金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202234(5): 2583-2610Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous NetworksRamin Moghaddass, Yongtao Guan被引 5阅读 4人工智能金融风险与机器学习
EM-WoSDecision Support Systems2025198: 114528-114528Modeling hybrid firm relationships with graph neural networks for stock investment decisionsYang Du, Biao Li, Zhichen Lu, Gang Kou被引 4阅读 4高影响力 前 10%基金开放获取管理科学与运筹学
EM-WoSExpert Systems with Applications2023238: 122041-122041State of health and remaining useful life prediction of lithium-ion batteries with conditional graph convolutional networkYupeng Wei, Dazhong Wu被引 87阅读 3高影响力 前 10%基金开放获取汽车工程金融风险与机器学习
EM-WoSInformation Sciences2023658: 120017-120017A graph neural network with context filtering and feature correction for conversational emotion recognitionChenquan Gan, Jiahao Zheng, Qingyi Zhu, Deepak Kumar Jain 等 5 人被引 19阅读 3高影响力 前 10%基金开放获取实验与认知心理学
A+INFORMS Journal on ComputingUTD24202538(5): 1627-1650Social Network Prediction Problems: Using Meta-Paths and Dynamic Heterogeneous Graph Representation for Label PropagationNegar Maleki, Balaji Padmanabhan, Kaushik Dutta被引 0阅读 6人工智能金融风险与机器学习
EM-WoSExpert Systems with Applications2025299: 130135-130135Topology-aware dynamic high-order graph learning for hyperspectral image classificationHong Wang, Kun Gao, Xiaodian Zhang, Zhijia Yang 等 7 人被引 0阅读 3基金开放获取媒体技术
A+INFORMS Journal on ComputingUTD24202234(3): 1587-1605Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item RelationshipsHaifeng Xu, Rasha F. Kashef, Hans De Sterck, Geoffrey Sanders被引 1阅读 5人工智能
A+Operations ResearchUTD24FT50202574(1): 430-445Random Graph Matching at Otter’s Threshold via Counting ChandeliersCheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu被引 0阅读 6计算机视觉与模式识别
EM-T2Ecotoxicology and Environmental Safety2025292: 117926-117926A novel graph convolutional neural network model for predicting soil Cd and As pollution: Identification of influencing factors and interpretabilityRen-Jie Zhang, Xionghui Ji, Yunhe Xie, Tao Xue 等 7 人被引 11阅读 5基金开放获取污染金融风险与机器学习
EM-WoSExpert Systems with Applications2024266: 126085-126085CHAMFormer: Dual heterogeneous three-stages coupling and multivariate feature-aware learning network for traffic flow forecastingAbdul Joseph Fofanah, David Chen, Lian Wen, Shaoyang Zhang被引 22阅读 4高影响力 前 10%基金开放获取建筑与施工
