EM-T2Journal of Risk Model Validation2023Forecasting the default risk of Chinese listed companies using a gradient-boosted decision tree based on the undersampling techniqueShanshan Wang, Guotai Chi, Ying Nan Zhou, Li Chen被引 2会计
EM-T2Traffic Injury Prevention20261-9Improved Balanced Random Forest (iBRF): A flexible hybrid resampling-bagging framework for crash severity classification in imbalanced datasetsSeyed Iman Mohammadpour, Javadreza Vahedi被引 2高影响力 前 10%人工智能金融风险与机器学习
EM-T1Natural Hazards Review202324(4)Urban Flood Inundation Probability Assessment Based on an Improved Bayesian ModelJing Yu Huang, Lu Zhuo, Jingwen She, Jinle Kang 等 6 人被引 5阅读 2基金开放获取全球变化洪涝风险与减灾
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 5机械工程
EM-T3Therapeutics and Clinical Risk Management2021Volume 17: 951-961Optimized Machine Learning Models to Predict In-Hospital Mortality for Patients with ST-Segment Elevation Myocardial InfarctionJia Zhao, Pengyu Zhao, Chunjie Li, Yonghong Hou被引 23开放获取健康信息管理金融风险与机器学习
EM-T2Risk Management: An International Journal202426(4)Class-imbalanced dynamic financial distress prediction based on random forest from the perspective of concept driftJie Sun, Mengru Zhao, Cong Lei被引 8高影响力 前 10%基金会计
EM-T1Natural Hazards2026122(5)Unveiling the performance of pre-processing approaches in machine learning based flood susceptibility mappingNihal Gülcan, Ömer Ekmekcioğlu被引 2阅读 4高影响力 前 10%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-T2Journal of Transportation Safety & Security202215(8): 795-825A novel deep learning approach to predict crash severity in adverse weather on rural mountainous freewayMd Nasim Khan, Mohamed M. Ahmed被引 19安全、风险、可靠性与质量金融风险与机器学习
EM-T1Accident Analysis & Prevention2024197: 107457-107457Predicting pedestrian-involved crash severity using inception-v3 deep learning modelMd Nasim Khan, Subasish Das, Jinli Liu被引 59阅读 2高影响力 前 1%安全、风险、可靠性与质量金融风险与机器学习
EM-T2Risk Management: An International Journal202628(3)Highly class-imbalanced dynamic financial distress prediction based on Bagging-XGBoostMengru Zhao, Jie Sun, Nengfei Li, Xingyi Yang被引 0阅读 2基金会计
EM-T3Annals of Emergency Medicine202178(4): S81-S82203 An Ensemble Learning Approach to Predict Non-ST-Segment Elevation Myocardial Infarction in Patients With Clinical Concerns for Acute Coronary SyndromeJoshua Emakhu, Leslie F. Monplaisir, C. Aguwa, Suzan Arslanturk 等 9 人被引 0健康信息管理
EM-T1Accident Analysis & Prevention2021159: 106240-106240Effectiveness of resampling methods in coping with imbalanced crash data: Crash type analysis and predictive modelingClint Morris, Jidong J. Yang被引 71阅读 1高影响力 前 10%基金人工智能
EM-T1Accident Analysis & Prevention2020144: 105610-105610Examining imbalanced classification algorithms in predicting real-time traffic crash riskYichuan Peng, Chongyi Li, Ke Wang, Zhen Gao 等 5 人被引 84阅读 1高影响力 前 10%基金人工智能
