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EM-T1Stochastic Environmental Research and Risk Assessment202439(10): 4367-4389A parsimonious, computationally efficient machine learning method for spatial regressionMilan ˇ Zukovič, Dionissios T. Hristopulos被引 1阅读 1基金开放获取经济学与计量经济学金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202314(1)Machine learning model for building seismic peak roof drift ratio assessmentFederico Mori, Daniele Spina, Flavio Bocchi, Amerigo Mendicelli 等 6 人被引 10开放获取土木与结构工程复合灾害与灾害链金融风险与机器学习
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A+INFORMS Journal on ComputingUTD242026Function-on-Function Gaussian Process with Application in Robust Parameter DesignJingru Huang, H T Xu, Yifei Gao, Chen Zhang被引 1阅读 1高影响力 前 10%人工智能金融风险与机器学习
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EM-T1Natural Hazards and Earth System Sciences202222(8): 2703-2723Forecasting vegetation condition with a Bayesian auto-regressive distributed lags (BARDL) modelEdward E. Salakpi, Peter D. Hurley, James M. Muthoka, Adam B. Barrett 等 7 人被引 12基金开放获取全球变化疏散行为与风险认知
EM-T1Journal of Flood Risk Management202619(2)Improving Basin‐Wide Flood Estimation From a Global Hydrological Model Through Spatiotemporal‐Pattern‐Based Machine LearningJiaqing Wang, Quan Jun Wang, Jianshi Zhao被引 0阅读 1基金开放获取环境工程洪涝风险与减灾金融风险与机器学习
EM-T1Natural Hazards and Earth System Sciences202222(3): 947-966Ground motion prediction maps using seismic-microzonation data and machine learningFederico Mori, Amerigo Mendicelli, Gaetano Falcone, Gianluca Acunzo 等 7 人被引 33阅读 2基金开放获取土木与结构工程复合灾害与灾害链金融风险与机器学习
EM-T1Reliability Engineering & System Safety2027277: 113259Long-term risk-informed ship design optimizationTomoki Takami, Masaru Kitahara, Atsuo Maki, Ulrik Dam Nielsen 等 5 人被引 0基金开放获取统计、概率与不确定性
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EM-T1Journal of Flood Risk Management201913(1)Comparison of different quantile regression methods to estimate predictive hydrological uncertainty in the Upper Chao Phraya River Basin, ThailandSuwash Chandra Acharya, Mukand S. Babel, Henrik Madsen, Piyamarn Sisomphon 等 5 人被引 10开放获取水科学与技术洪涝风险与减灾
EM-T1Natural Hazards and Earth System Sciences202222(3): 849-868Robust uncertainty quantification of the volume of tsunami ionospheric holes for the 2011 Tohoku-Oki earthquake: towards low-cost satellite-based tsunami warning systemsRyuichi Kanai, Serge Guillas, Toshiyasu Nagao, Masashi Kamogawa 等 5 人被引 4阅读 2基金开放获取地球物理学复合灾害与灾害链
EM-T1Stochastic Environmental Research and Risk Assessment202539(8): 3405-3432Prediction of yearly mean sunspot number using machine learning methodsNikolaos Paraskakis, Dionissios T. Hristopulos被引 4开放获取天文与天体物理金融风险与机器学习
