EM-T1Geomatics, Natural Hazards and Risk202415(1)An interpretable model for landslide susceptibility assessment based on Optuna hyperparameter optimization and Random ForestXin Xiao, Yi Zou, Jiangcheng Huang, Xuan Luo 等 9 人被引 66阅读 1高影响力 前 1%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
A+Operations ResearchUTD24FT50202270(6): 3457-3472Bayesian Optimization Allowing for Common Random NumbersMichael Pearce, Matthias Poloczek, Juergen Branke被引 20开放获取管理科学与运筹学金融风险与机器学习
A+INFORMS Journal on ComputingUTD242026Decision-Driven Regularization: A Blended Model for Learning and OptimizationGar Goei Loke, Qinshen Tang, Yangge Xiao, Xun Zhang被引 3阅读 5高影响力 前 1%开放获取有全文管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）预测—优化与决策导向学习
EM-T1Natural Hazards Review202526(4)Machine Learning-Based Prediction of Optimal Building-Level Flood Mitigation Strategies in At-Risk CommunitiesHimadri Sen Gupta, Omar M. Nofal, Andrés D. González, Charles Nicholson 等 5 人被引 4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 ComputingUTD24202336(2): 456-478Flexible Differentiable Optimization via Model TransformationsMathieu Besançon, Joaquim Dias Garcia, Benoît Legat, Akshay Sharma被引 9阅读 1基金开放获取数值分析
EM-T1Geomatics, Natural Hazards and Risk202516(1)Insights into landslide susceptibility: a comparative evaluation of multi-criteria analysis and machine learning techniquesZuleide Alves Ferreira, Bruna Almeida, Ana Cristina Costa, Manoel do Couto Fernandes 等 5 人被引 36高影响力 前 1%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
EM-T1Geomatics, Natural Hazards and Risk202617(1)An automated GA-optimized superlearner framework for landslide susceptibility mapping in complex mountainous regionsQiuyu Zeng, Jian Ye, Zhikai Guo, Yuchen Liu 等 7 人被引 0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疏散行为与风险认知
EM-T1Geomatics, Natural Hazards and Risk202617(1)Intelligent geospatial modelling of flash flood susceptibility using ICO-optimized hybrid ensemblesRomulus Costache, Costel Pleșcan, Javed Mallick, Hoang Thi Hang 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金融风险与机器学习
EM-T1International Journal of Disaster Risk Science202617(1): 161-181Urban Flood Prediction Model Based on Explainable Deep Learning and Attention MechanismShanlun Xu, Huiliang Wang, Hongshi Xu, Zening Wu 等 7 人被引 4阅读 1高影响力 前 10%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 Hazards2025121(11): 13577-13604Addressing overfitting and overestimation challenges in landslide susceptibility modeling: a case study of Penang Island, MalaysiaDorothy Martin, Soo See Chai被引 5阅读 4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-T1Natural Hazards2024120(12): 11377-11398A support vector machine model of landslide susceptibility mapping based on hyperparameter optimization using the Bayesian algorithm: a case study of the highways in the southern Qinghai–Tibet PlateauKai Sun, Zhiqing Li, Shuangjiao Wang, Ruilin Hu被引 20阅读 1高影响力 前 10%基金环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Natural Hazards2023120(4): 3165-3188Toward the reliable prediction of reservoir landslide displacement using earthworm optimization algorithm-optimized support vector regression (EOA-SVR)Zhiyang Liu, Junwei Ma, Ding Xia, Sheng Jiang 等 8 人被引 41高影响力 前 10%环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Geomatics, Natural Hazards and Risk202617(1)Research and application of intelligent prediction of slope stability using an MOIRMO-RF modelPingting Liu, Liangxing Jin, X. Z. Li, Peiju Huang 等 5 人被引 0开放获取安全、风险、可靠性与质量疏散行为与风险认知
EM-T1Accident Analysis & Prevention2025222: 108240-108240Deriving workload from driving behavior and psycho-physiology in work zonesChi Zhao, Siyang Zhang, Zherui Zhang, Yecheng Lyu被引 6高影响力 前 10%基金开放获取社会心理学金融风险与机器学习
EM-T1Reliability Engineering & System Safety2025267: 111839-111839Dynamic ensemble-learning model for seismic risk assessment of masonry infilled steel structures incorporating soil-foundation-structure interactionNeda Asgarkhani, Farzin Kazemi, Robert Jankowski, Antonio Formisano被引 43高影响力 前 1%基金开放获取土木与结构工程
EM-T2Traffic Injury Prevention20261-8Recognizing overtaking intentions on two-lane bidirectional highways considering multi-scenario coupling: An HHO-optimized dual-attention Bi-LSTM approachWen-Hao Li, Hong-Bin Zhang, Lian-De Zhong, Yu Wang 等 6 人被引 0汽车工程
EM-T1Stochastic Environmental Research and Risk Assessment202337(12): 4911-4919Prediction of pore-scale clogging using artificial intelligence algorithmsChao Lei, Mandana Samari-Kermani, Hamed Aslannejad, Alraune Zech被引 9阅读 2开放获取环境工程
EM-T1Reliability Engineering & System Safety2023239: 109492-109492Hyperparameter-optimized multi-fidelity deep neural network model associated with subset simulation for structural reliability analysisJoão Paulo Silva Lima, Francisco Evangelista, Carlos Guedes Soares被引 58高影响力 前 10%统计、概率与不确定性
EM-T1Reliability Engineering & System Safety2022224: 108516-108516Sequential Bayesian inference for Weibull distribution parameters with initial hyperparameter optimization for system reliability estimationSusumu Shuto, Takashi Amemiya被引 36高影响力 前 10%基金开放获取安全、风险、可靠性与质量
A+Operations ResearchUTD24FT50202473(6): 3118-3138Robust Optimization with Moment-Dispersion AmbiguityLi Chen, C.Y. Fu, Fan Si, Melvyn Sim 等 5 人被引 12阅读 2高影响力 前 10%开放获取管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）
