EM-WoSExpert Systems with Applications2026334: 134496Evaluating SHAP Feature Selection Guided by a Biomechanical Prior for Offline Knee Angle Estimation from sEMGBin Feng, Liuyi Ling, Guo Wang, Zhipeng Yu被引 0开放获取生物医学工程
A+MIS QuarterlyUTD24FT50202550(1): 145-176Shapley Value-Based Feature Attribution for Data MaskingXinxue Qu, Francis Bilson Darku, Hong Yu Guo被引 0开放获取人工智能金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026278: 113565Interpretable machine learning for risk analysis of truck driver injury severity in fatal collisionsSana Chodri, Hossein Zolfagharinia, Aida Haghighi被引 0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
EM-T1Natural Hazards2024120(7): 6223-6244Offshore application of landslide susceptibility mapping using gradient-boosted decision trees: a Gulf of Mexico case studyAlec S. Dyer, MacKenzie Mark‐Moser, Rodrigo Duran, Jennifer R. Bauer被引 23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-T1Geomatics, Natural Hazards and Risk202617(1)Physics-informed and interpretable assessment of seismic landslide susceptibility: a mechanistic-learning approach coupling PINN and SHAPShirong Hu, Deming Zhu, Yanni Bao, Hui Deng被引 0开放获取环境管理、监测、政策与法规复合灾害与灾害链
EM-WoSExpert Systems with Applications2027333: 134296Task-sensitive fNIRS–eye-tracking complementarity for adaptive intelligent systems: An attribution–sufficiency diagnostic frameworkLina Xu, Bojing Hou, Yuqi Liang, Xiaofu Jin 等 7 人被引 0阅读 2认知神经科学
EM-WoSInformation Sciences2026757: 123908Silent corruption: Logic collapse and attribution fidelity failure in compressed intrusion detection systemsMd.Hamid Borkot Tulla, Lin Yuan, Jiawei Zhang, Xiao Pu 等 5 人被引 0阅读 1人工智能
EM-T1Stochastic Environmental Research and Risk Assessment202640(4)A spatially-coherent attribution framework for interpreting black-box tropical cyclone intensity forecastsYing‐Fan Lin, Shiu‐Shin Lin被引 0基金人工智能
EM-WoSExpert Systems with Applications2026334: 134653Improving runoff forecasting in data-scarce basins on the Loess Plateau: a physics-guided meta-learning approach with feature-wise linear modulationZhongfeng Zhao, Xueni Wang, Leike Zhang, Xuehua Zhao 等 6 人被引 0环境工程
EM-T2BMC Public Health2026Interpretable machine learning for identifying poor physical fitness in adults across three high-altitude regions of Tibet: a cross-sectional studyTing Chen, Xin Zhao, Ruizhe Sun, Ba Bian 等 5 人被引 0开放获取生理学金融风险与机器学习
EM-T1Reliability Engineering & System Safety2027277: 113277Traffic collision severity prediction and factor analysis: a framework integrating graph convolutional network, cost-sensitive ensemble learning, and Shapley additive explanationsRunze Liu, Jinjun Tang, Benxiao Lou, Xiaoran Gong 等 5 人被引 0基金开放获取安全、风险、可靠性与质量
EM-WoSComputers & Industrial Engineering2026223: 112426Explainable machine learning models and GPT-4 recommendations for ESG performance evaluation in the logistics sectorR. Juvvala被引 0阅读 1战略与管理大模型与智能体金融风险与机器学习
EM-T2Traffic Injury Prevention20261-12Characterization of injuries related to bicycle crashes in urban environmentsRecep Bilal Sıkar, Niyazi Özgür Bezgin, Enes Ferhatlar, Burak Demirci被引 0公共卫生、环境与职业健康应急物资配置与人道物流
EM-T2Journal of Hazardous Materials2026514: 142525-142525Quantifying the contributions of natural and anthropogenic factors to nitrogen exceedance in shallow groundwater in agricultural areas using a hybrid machine learning approachYuandong Deng, Xueyan Ye, Xinqiang Du被引 1基金水科学与技术金融风险与机器学习
EM-T2Journal of Hazardous Materials2026509: 141981-141981From pollutant profiling to source attribution: An interpretable staged machine learning framework for sewer surveillanceJia-Qiang Lv, Yanchen Liu, Bo Li, Jiale Chen 等 12 人被引 3高影响力 前 10%基金开放获取废弃物管理与处置金融风险与机器学习
EM-T2Journal of Hazardous Materials2026507: 141702-141702Effects of iron, manganese, and aluminum oxides on soil cadmium distribution coefficient: A multi-scale analysis based on explainable machine learningYingdong Wu, Jiayi Li, Rong Teng, Zixin Zeng 等 9 人被引 23高影响力 前 1%基金污染金融风险与机器学习
EM-WoSExpert Systems with Applications2027332: 133509Density-consistency framework for attack-agnostic robust inferenceSung Hyun Kim, Jong-Moon Chung被引 0开放获取人工智能
EM-T1Reliability Engineering & System Safety2027277: 113198A causally consistent explainable framework for situation awareness formation in autonomous driving takeoversYihao Si, Wuhong Wang, Prakash Ranjitkar, Mengzhu Guo 等 5 人被引 0基金社会心理学
EM-T2Journal of Hazardous Materials2026517: 143391Beyond the source baseline: Model-scale conditional re-expression of soil metal signals across environmental contextsZeheng Chen, Changbo Zhong, Jie Liang, Tianyan Su 等 9 人被引 0污染
EM-T2Journal of Hazardous Materials2026514: 142736-142736Global inequalities in non-carcinogenic health risks associated with drinking arsenic-contaminated groundwaterRuohan Wu, Qinchuan Xin, Yi Yang, Yuanhao Sun 等 9 人被引 0基金环境化学
