EM-T1Natural Hazards and Earth System Sciences202424(6): 1913-1928Addressing class imbalance in soil movement predictionsPraveen Kumar I, Priyanka Priyanka, Kala Venkata Uday, Varun Dutt被引 10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
EM-T1Risk Analysis202142(8): 1852-1871Analyzing Risk of Service Failures in Heavy Haul Rail Lines: A Hybrid Approach for Imbalanced DataFaeze Ghofrani, Hongyue Sun, Qing He被引 20阅读 2机械工程
EM-T1Natural Hazards Review202122(4)Smote–Lasso Model of Business Recovery over Time: Case Study of the 2011 Tohoku EarthquakeRodrigo Tusi Costa, Jack W. Baker被引 7社会学与政治学复合灾害与灾害链
EM-T1Accident Analysis & Prevention2025226: 108338-108338Solution to data imbalance and complex interactions in traffic conflict modeling: a hypergraph and generative AI approachKai Yuan Guan, Junyi Zhang, Wei Ye, Ying Yan Jiang被引 3基金开放获取安全、风险、可靠性与质量大模型与智能体金融风险与机器学习
EM-T1Natural Hazards2024120(5): 4563-4579Host-to-target region testing of machine learning models for seismic damage prediction in buildingsSubash Ghimire, Philippe Guéguen被引 7阅读 1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-T2Traffic Injury Prevention20261-9An enhanced framework for automated vehicle crash severity prediction under unobserved heterogeneity using natural language processing and data augmentationSongha Lee, Nuri Park, Hojae Kim, Juneyoung Park被引 0基金安全、风险、可靠性与质量不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Risk Analysis202545(10): 3110-3133Machine learning approaches for improved understanding of factors associated with history of sport‐related concussionZahra Sedighi‐Maman, Ashish Gupta, Gary B. Wilkerson, Aleš Popovič被引 1流行病学金融风险与机器学习
EM-T1International Journal of Disaster Risk Science201910(3): 386-403Forest Fire Susceptibility Modeling Using a Convolutional Neural Network for Yunnan Province of ChinaGuoli Zhang, Ming Wang, Kai Liu被引 342阅读 1高影响力 前 1%基金开放获取全球变化金融风险与机器学习
EM-T1Safety Science2027206: 107474Factors associated with casualty injury severity in e-scooter crashes: A machine-learning approach with SHAP explainabilityRuipeng Tong, Xin Li, Leyao Wang被引 0阅读 3基金开放获取安全、风险、可靠性与质量
EM-WoSExpert Systems with Applications2027334: 134371Learning faster from imbalanced biological images through uncertainty-guided oversamplingC. Affonso, A.D. Rossi, A.B. Gontijo, F.N. Gouveia被引 0开放获取人工智能
EM-WoSExpert Systems with Applications2026334: 134648Bi-SMOTE: bi-directional oversampling for reducing class overlap and synthetic noiseFatih Sağlam, Umut Yamak被引 0人工智能
EM-T1Accident Analysis & Prevention2024208: 107794-107794Enhancing work zone crash severity analysis: The role of synthetic minority oversampling technique in balancing minority categoriesMuhammad Adeel, Asad Jan Khattak, Sabyasachee Mishra, Diwas Thapa被引 32高影响力 前 10%基金安全、风险、可靠性与质量
EM-T1International Journal of Disaster Risk Reduction2024111: 104753-104753Risk prediction based on oversampling technology and ensemble model optimized by tree-structured parzed estimatorHongfa Wang, Xinjian Guan, Yu Hua Meng, Huiliang Wang 等 8 人被引 5基金全球变化
EM-T1Reliability Engineering & System Safety2024244: 109938-109938Rolling Bearing Fault Diagnosis Under Data Imbalance and Variable Speed Based on Adaptive Clustering Weighted OversamplingSai Li, Yanfeng Peng, Yiping Shen, Sibo Zhao 等 9 人被引 150高影响力 前 1%基金控制与系统工程
EM-T1International Journal of Disaster Risk Science202314(3): 475-487An Urban Road Risk Assessment Framework Based on Convolutional Neural NetworksJuncai Jiang, Fei Wang, Yizhao Wang, Wenyu Jiang 等 7 人被引 22阅读 1开放获取土木与结构工程
EM-T1Natural Hazards2025121(6): 7585-7608Balancing method for landslide monitoring samples and construction of an early warning systemDunlong Liu, Zhaoyang Xie, Dan Tang, Xuejia Sang 等 6 人被引 3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-T1Natural Hazards2022113(1): 615-640Responding to flood risk in Louisiana: the roles of place attachment, emotions, and locationJason R. Holley, Katherine A. McComas, Catherine E. Lambert, Natalie Peyronnin Snider 等 5 人被引 22基金开放获取全球变化洪涝风险与减灾疏散行为与风险认知应急治理与韧性政策
EM-T1Geomatics, Natural Hazards and Risk202415(1)Landslide susceptibility analysis using random forest model with SMOTE-ENN resampling algorithmMingxi Lu, Lea Tien Tay, Junita Mohamad–Saleh被引 31高影响力 前 10%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 Hazards2026122(16)Integrating multi-sensor data with LSTM for accurate landslide prediction and risk assessmentJ. Dharshini, D. Jeraldin Auxillia, E. Mary Jasmine被引 0环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Journal of Safety Research202596: 19-37Improving our understanding of contributing factors in California level 4 autonomous vehicle crashes through latent class analysis and machine learning-SHAP interpretationsJiacheng Wang, Corey D. Harper, Chris Hendrickson被引 5高影响力 前 10%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
