EM-T1Geomatics, Natural Hazards and Risk202415(1)Improve unsupervised Learning-based landslides detection by band ratio processing of RGB optical images: a case study on rainfall-induced landslide clustersLichuan Chen, Xuekun Xiang, Haijia Wen, Jiafeng Xiao 等 7 人被引 16阅读 3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洪涝风险与减灾金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202617(1)Recognition and characterization of blasting half-holes in hydraulic tunnels based on TLS point cloudBiao Li, Guangyang Yang, Nuwen Xu, Peiwei Xiao 等 6 人被引 0阅读 2基金开放获取建筑与施工
EM-T1Geomatics, Natural Hazards and Risk202516(1)Developing an alternative data-driven model to resemble geomorphologic rainfall-runoff modelsPin‐Chun Huang, Kwan Tun Lee被引 2阅读 3基金开放获取环境工程
EM-T1Journal of Flood Risk Management202518(2)Analysis of the Utilization of Machine Learning to Map Flood SusceptibilityAli Pourzangbar, Peter Oberle, Andreas Kron, Mário J. Franca被引 20阅读 3高影响力 前 10%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-T2BMC Public Health2026Assessing diabetes risk factors using explainable AI and SMOTEENN: a nutrition-based analysis in South KoreaKhongorzul Dashdondov, Suehyun Lee, Mi-Hye Kim被引 0阅读 3开放获取健康信息管理金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202438(6): 2095-2117Data analysis and preprocessing techniques for air quality prediction: a surveyChengqing Yu, Jing Tan, Yihan Cheng, Xiwei Mi被引 15阅读 7基金环境工程
EM-T2Journal of Hazardous Materials2026504: 141322-141322Predicting and classifying deoxynivalenol in wheat flour using ATR-FTIR spectroscopy and explainable machine learningJiajun Liu, Kebing Yao, Chen Chen, Dongsheng Li 等 13 人被引 4阅读 2高影响力 前 10%开放获取分析化学金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202539(12): 5765-5787Apply data science and feature selection techniques to predict carbon dioxide emissions in TaiwanShih‐Hsien Tseng, Feng Pei, Thi Ha Trang Duong被引 4阅读 2高影响力 前 10%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-T1Stochastic Environmental Research and Risk Assessment202438(8): 3273-3290The effectiveness of data pre-processing methods on the performance of machine learning techniques using RF, SVR, Cubist and SGB: a study on undrained shear strength predictionSelçuk Demir, Emrehan Kutluğ Şahin被引 34阅读 2高影响力 前 10%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202436(5): 1335-1358An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure UncertaintyBahar Cennet Okumuşoğlu, Beste Basciftci, Burak Kocuk被引 8阅读 3安全、风险、可靠性与质量不确定性优化（随机/鲁棒/DRO/CVaR）
EM-WoSExpert Systems with Applications2026334: 134586综述Cross-Environment AI-Based Malware Detection: A Systematic Review of Android Applications, IoT Ecosystems, and Windows PE ExecutablesBhagwant Singh, Sikander Singh Cheema被引 0阅读 1信号处理
EM-T1Geomatics, Natural Hazards and Risk202415(1)Estimation of riverbank erosion by combining channel morphological models with AI techniquesPin‐Chun Huang被引 13阅读 4高影响力 前 10%基金开放获取生态学
EM-T1Reliability Engineering & System Safety2024249: 110198-110198Convolutional preprocessing Transformer-based fault diagnosis for rectifier-filter circuits in nuclear power plantsFu Wang, Tangfan Xiahou, Zhang Xian, Pan He 等 8 人被引 42阅读 2高影响力 前 10%基金控制与系统工程
EM-T1Reliability Engineering & System Safety2023241: 109603-109603Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detectionYunhong Che, Yusheng Zheng, Florent Forest, Xin Sui 等 6 人被引 96阅读 3高影响力 前 10%基金开放获取汽车工程
EM-T1Natural Hazards201898(3): 849-867Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF modelYanira Guanche García, Maha Shadaydeh, Miguel D. Mahecha, Joachim Denzler被引 12阅读 2基金开放获取人工智能
