EM-T1Geomatics, Natural Hazards and Risk202617(1)Slope stability prediction based on the combination of deep kernel learning and gaussian processGuorong Yu, Bingjie Fu, Shu Li, Haizhou Bao被引 1阅读 2高影响力 前 10%基金开放获取安全、风险、可靠性与质量疏散行为与风险认知金融风险与机器学习
A+Operations ResearchUTD24FT50202170(1): 454-471Data-Driven Optimization: A Reproducing Kernel Hilbert Space ApproachDimitris Bertsimas, Nihal Koduri被引 63高影响力 前 10%开放获取数值分析
EM-T1Stochastic Environmental Research and Risk Assessment202136(6): 1579-1596Nonparametric extrapolation of extreme quantiles: a comparison studyFabiola Banfi, Greta Cazzaniga, Carlo De Michele被引 9基金开放获取水科学与技术
EM-WoSComputers & Industrial Engineering2026222: 112390Kernel-based control charts for monitoring functional nonparametric regression processesQiuyan Hu, Jing Wang, Liu Liu被引 0阅读 3开放获取统计、概率与不确定性
EM-T2Ecotoxicology and Environmental Safety2026322: 120566Joint effects of prenatal exposure to bisphenols and air pollution on intelligence quotient in preschool children: A prospective cohort study in ChinaHuishen Huang, Qian Chen, Peng Tang, Jinghua Long 等 13 人被引 0开放获取健康、毒理与致突变
A+INFORMS Journal on ComputingUTD242026Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment RegimesDi Wang, Yao Wang, Shao-Bo Lin被引 1阅读 3基金开放获取统计与概率
EM-T1Natural Hazards2025121(7): 8445-8477Performance assessment of GIS-based spatial clustering methods in forest fire dataTuğba Memişoğlu Baykal被引 25高影响力 前 1%开放获取全球变化
A+INFORMS Journal on ComputingUTD242026Code and Data Repository for Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment RegimesDi Wang, Yao Wang, Shao-Bo Lin被引 0统计与概率
A+Operations ResearchUTD24FT5020222-20其他Kernel Based C-Bridge Estimator for Partially Nonlinear ModelPakize Taylan被引 0阅读 1统计与概率
EM-T1Stochastic Environmental Research and Risk Assessment201732(1): 83-104Functional data clustering using K-means and random projection with applications to climatological dataMehdi Ashkartizabi, Mina Aminghafari被引 7人工智能
A+INFORMS Journal on ComputingUTD24202437(4): 894-916Deep Stacking Kernel Machines for the Data-Driven Multi-Item, One-Warehouse, Multiretailer Problems with Backlog and Lost SalesZhen-Yu Chen, Minghe Sun被引 2管理信息系统金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202415(1)A novel framework for debris flow susceptibility assessment considering the uncertainty of sample selectionCan Qun Yang, Jiao Wang, Guotao Zhang被引 12高影响力 前 10%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链金融风险与机器学习
A+INFORMS Journal on ComputingUTD24201527(2): 358-377Importance Sampling in Stochastic Programming: A Markov Chain Monte Carlo ApproachPanos Parpas, Berk Ustun, Mort Webster, Quang Kha Tran被引 48阅读 1高影响力 前 10%基金统计与概率不确定性优化（随机/鲁棒/DRO/CVaR）
A+Manufacturing & Service Operations ManagementUTD24FT50202426(5): 1962-1977Distributionally Robust Newsvendor Under Stochastic Dominance with a Feature-Based ApplicationMingyang Fu, Xiaobo Li, Lianmin Zhang被引 17阅读 3高影响力 前 10%开放获取管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1International Journal of Disaster Risk Reduction2025132: 105978-105978Waterlogging susceptibility assessment in developed urban area using explainable machine learning methods with different negative sampling strategiesQingshan Zhang, Suhua Zhou, Jie Li, Zhiwen Xu被引 2阅读 1基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
A+INFORMS Journal on ComputingUTD24201830(3): 454-471Portfolio Optimization with Nonparametric Value at Risk: A Block Coordinate Descent MethodXueting Cui, Xiaoling L. Sun, Shushang Zhu, Rujun Jiang 等 5 人被引 27阅读 1管理科学与运筹学
EM-T1Geomatics, Natural Hazards and Risk202112(1): 741-762Modelling and predicting landslide displacements and uncertainties by multiple machine-learning algorithms: application to Baishuihe landslide in Three Gorges Reservoir, ChinaYanan Jiang, Qiang Xu, Zhong Lu, Huiyuan Luo 等 6 人被引 34高影响力 前 10%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Journal of Flood Risk Management202619(1)Mapping Flood Hazard Across Mainland China Through a Physics‐Based Global Flood Model With Embedded Reservoir Operation SchemeJayesh Parmar, Subhankar Karmakar, Cheng Zhang, Yuexiao Liu 等 5 人被引 0阅读 1基金开放获取全球变化洪涝风险与减灾
EM-T1Geomatics, Natural Hazards and Risk202314(1)Evaluating the double-kernel smoothing technique of blending TRMM and gauge data to identify flood events in the Xiangjiang River Basin, ChinaYumeng Yang, Yunjia Ma, Jingyu Liu, Baoyin Liu 等 6 人被引 2阅读 1开放获取大气科学洪涝风险与减灾
EM-T1Risk Analysis201939(9): 1930-1948Quantifying Community Resilience Using Hierarchical Bayesian Kernel Methods: A Case Study on Recovery from Power OutagesJin‐Zhu Yu, Hiba Baroud被引 24基金土木与结构工程应急治理与韧性政策
