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开放获取健康信息管理金融风险与机器学习
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2026Advancing explainable prognostics and health management: Insights from new run-to-failure data of the Tennessee Eastman ProcessDuc An Nguyen, Khanh T. P. Nguyen, Kamal Medjaher被引 0控制与系统工程
A+Management ScienceUTD24FT502026Beyond the Black Box: Unraveling the Role of Explainability in Human-Artificial Intelligence CollaborationTamer Boyacı, Caner Canyakmaz, Francis de Véricourt被引 0人工智能
A+Information Systems ResearchUTD24FT50202436(3): 1478-1501An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of StayTianjian Guo, Indranil R. Bardhan, Ying Ding, Shichang Zhang被引 20人工智能
A+Management ScienceUTD24FT50202168(8): 5704-5723Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor ManufacturingJulian Senoner, Torbjørn H. Netland, Stefan Feuerriegel被引 312高影响力 前 1%开放获取人工智能
EM-T1Natural Hazards Review202324(2)Modeling Dynamics of Community Resilience to Extreme Events with Explainable Deep LearningHaiyan Hao, Yan Wang被引 23高影响力 前 10%社会学与政治学公平—效率权衡路网损毁与基础设施韧性应急治理与韧性政策金融风险与机器学习
EM-T1Natural Hazards2026122(3)Equity-focused flood risk assessment in Maryland using a hybrid explainable machine learning framework with FEMA and USGS dataChibuike Chiedozie Ibebuchi被引 3阅读 3高影响力 前 10%开放获取全球变化洪涝风险与减灾应急治理与韧性政策金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202640(1)A novel approach for earthquake spatial probability modeling by integration of geodetic strain into explainable artificial intelligence (XAI)Süleyman Sefa Bilgilioğlu, Cemil Gezgin, Halil İbrahim Solak, İbrahim Tiryakioğlu被引 6阅读 2高影响力 前 1%基金开放获取地球物理学复合灾害与灾害链金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023234: 109172-109172Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AIPenghui Lin, Limao Zhang, Robert L. K. Tiong被引 88高影响力 前 1%基金开放获取安全、风险、可靠性与质量不确定性优化（随机/鲁棒/DRO/CVaR）金融风险与机器学习
EM-T1International Journal of Disaster Risk Reduction202398: 104123-104123Explainable artificial intelligence in disaster risk management: Achievements and prospective futuresSaman Ghaffarian, Firouzeh Rosa Taghikhah, Holger Robert Maier被引 219高影响力 前 1%开放获取人工智能复合灾害与灾害链疏散行为与风险认知
A1Journal of Management StudiesFT50202563(2): 438-472Demystifying AI for the Workforce: The Role of Explainable AI in Worker Acceptance and Management RelationsMiles Min-Huei Yang, Ying Lu, Fang Lee Cooke被引 14高影响力 前 10%基金开放获取人工智能公平—效率权衡
EM-T1International Journal of Disaster Risk Reduction2025130: 105839-105839Towards reliable deep learning for post-disaster damage Assessment: An XAI-based evaluationUmut Lagap, Saman Ghaffarian, Sophie Gelinas-Gagne, Jasmin Jilma 等 6 人被引 10阅读 1高影响力 前 10%基金开放获取媒体技术金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202516(1)Digital twin-enabled post-disaster damage and recovery monitoring with deep learning: leveraging transfer learning, attention mechanisms, and explainable AIUmut Lagap, Saman Ghaffarian被引 9高影响力 前 10%基金开放获取媒体技术金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202314(1)Water depth estimation from Sentinel-2 imagery using advanced machine learning methods and explainable artificial intelligenceVahideh Saeidi, Seyd Teymoor Seydi, Bahareh Kalantar, Naonori Ueda 等 6 人被引 35阅读 1高影响力 前 10%开放获取地表过程金融风险与机器学习
EM-T1International Journal of Disaster Risk Reduction2026135: 106041-106041Dynamics of population exposure to landslides under climate change scenariosPritha Ghosh, Somnath Bera, Swapan Talukdar, Shivam Priyadarshi 等 5 人被引 4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
EM-T1International Journal of Disaster Risk Reduction2026140: 106158-106158From prediction to decision: An explainable AI framework for Urban ground subsidence risk managementSungyeol Lee, Jaemo Kang, Myeongsik Kong, Jinyoung Kim被引 1基金开放获取航空航天工程金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202539(8): 3201-3222Explainable artificial intelligence to explore the intrinsic characteristics of climatic parameters governing meteorological drought forecasting: opening the black boxErtugrul Ozupek, Alihan Teke, Nuri Çelik, Taşkın Kavzoğlu被引 12高影响力 前 10%开放获取全球变化金融风险与机器学习
EM-WoSInformation Sciences2027761: 124199LLM4ELCM: Multi-view enhanced large language models for explainable legal case matchingCongqing He, Haichuan Hu, Hao Zhang, Yuquan Le 等 6 人被引 0阅读 2开放获取政治学与国际关系
EM-WoSExpert Systems with Applications2027333: 134168PULSE: Privacy-preserving unsupervised learning with stable explanations via dimensionality reductionGunjan Sharma, Fatemeh Ansarizadeh, Muneeb Ul Hassan被引 0阅读 2开放获取人工智能
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2026A reliability-aware and explainable CNN–BiGRU–Attention framework for remaining useful life prediction of turbofan enginesYıldırım Özüpak被引 0阅读 1控制与系统工程
