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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 1基金开放获取大气科学洪涝风险与减灾
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A+INFORMS Journal on ComputingUTD24202538(5): 1596-1610Eliminating Social Popularity Bias in Recommendation: Causal Inference-Based Social Graph Neural NetworksHuilin Xu, Ruina Yang, Ruibin Geng被引 0信息系统金融风险与机器学习
A+INFORMS Journal on ComputingUTD242025Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic PredictionPingping Dong, Xiaolin Wang, Indranil Bose, Kam K.H. Ng 等 8 人被引 2建筑与施工路网损毁与基础设施韧性预测—优化与决策导向学习金融风险与机器学习
A+INFORMS Journal on ComputingUTD242025Code and Data Repository for Eliminating Social Popularity Bias in Recommendation: Causal Inference-Based Social Graph Neural NetworksHuilin Xu, Ruina Yang, Ruibin Geng被引 0信息系统
A+Information Systems ResearchUTD24FT50201930(4): 1343-1362How Mega Is the Mega? Exploring the Spillover Effects of WeChat Using Graphical ModelJinyang Zheng, Zhengling Qi, Yifan Dou, Yong Tan被引 44战略与管理
EM-T1Reliability Engineering & System Safety2024252: 110468-110468Information-based Gradient enhanced Causal Learning Graph Neural Network for fault diagnosis of complex industrial processesRuonan Liu, Yunfei Xie, Di Lin, Weidong Zhang 等 5 人被引 43高影响力 前 10%控制与系统工程
EM-T1Reliability Engineering & System Safety2025268: 112047-112047Fault diagnosis of inter-shaft bearings in small sample scenarios using multi-sensor spatio-temporal causal fusion and graph conditional variational adversarial networksZhikai Xing, Yongbao Liu, Qiang Wang, Mo Li被引 14高影响力 前 10%基金控制与系统工程
A+INFORMS Journal on ComputingUTD24202234(4): 1958-1969Distinguishing Homophily from Peer Influence Through Network Representation LearningXi Chen, Yan Liu, Cheng Zhang被引 8统计与非线性物理
EM-T2Traffic Injury Prevention20261-9Efficient video-based traffic conflict prediction and interpretable risk analysis at signalized intersections via deep learningYifei Cao, Qian Wan, Qianqian Liu, Qiuling Li被引 0阅读 1安全、风险、可靠性与质量金融风险与机器学习
EM-WoSExpert Systems with Applications2027333: 133741Reciprocal encoding and aligning of semantic and topological information for causality graph event predictionQing Zhang, Ziwei Zheng, Chuanhong Zhan, Bang Wang被引 0阅读 1人工智能
EM-T1Reliability Engineering & System Safety2027277: 113141Enhancing system safety analysis in aviation: A causal knowledge graph framework powered by Large Language Models for proactive risk identificationJifei Cheng, Donghui Shi, Jozef Zurada, Yakun Sun被引 0统计、概率与不确定性
EM-T1Reliability Engineering & System Safety2026275: 112696-112696Physics-constrained causal structure learning for root cause analysis in nuclear system monitoringYuantao Yao, Jie Liu, Jie Yu, Min Xie被引 1基金控制与系统工程
EM-T1Risk Analysis201636(9): 1770-1779Rethinking the Meaning of Concentration–Response Functions and the Estimated Burden of Adverse Health Effects Attributed to Exposure ConcentrationsLouis Anthony Cox被引 11健康、毒理与致突变
EM-WoSInformation Sciences2026756: 123850Observation-level causality-guided graph structure learning for reliable community detection in complex information networksYuxian Ke, Qizhang Li, Yi Sun, Chaoyu Yang 等 9 人被引 1阅读 3统计与非线性物理
EM-WoSInformation Sciences2027758: 123979Causal graph based fairness auditing for federated learning under selection biasHaoyu Xue, Xiaohang Zhang, Zhengren Li, Fei Chen被引 0阅读 1开放获取安全研究公平—效率权衡
EM-T1Reliability Engineering & System Safety2026272: 112532-112532Causal-enhanced machine learning framework for long-term wind power probabilistic forecastingYi Zechen, Sun Bo, Zeyu Wu, Zhou Leyang 等 5 人被引 2高影响力 前 10%基金电气与电子工程金融风险与机器学习
