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EM-T1International Journal of Disaster Risk Science202617(1): 161-181Urban Flood Prediction Model Based on Explainable Deep Learning and Attention MechanismShanlun Xu, Huiliang Wang, Hongshi Xu, Zening Wu 等 7 人被引 4阅读 1高影响力 前 10%基金开放获取环境工程洪涝风险与减灾金融风险与机器学习
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EM-T1Reliability Engineering & System Safety2025267: 111799-111799Towards an integrated, explainable, and computationally efficient metamodel-based optimization framework for seismic rehabilitation planning of gas pipeline networksSumaya Sharveen, Mohsen Shahandashti被引 2土木与结构工程
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EM-WoSExpert Systems with Applications2027332: 133523Explainable stacked ensemble learning and multi-objective optimization for the intelligent design of green and low-carbon geopolymer concreteMetin Katlav, Kazim Turk被引 1土木与结构工程
EM-T1Natural Hazards2023120(4): 3719-3747Developing a hybrid deep learning model with explainable artificial intelligence (XAI) for enhanced landslide susceptibility modeling and managementSaeed Dhafer Alqadhi, Javed Mallick, Meshel Qablan Alkahtani, Intikhab Ahmad 等 6 人被引 25阅读 1高影响力 前 10%基金环境管理、监测、政策与法规复合灾害与灾害链金融风险与机器学习
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EM-T1Stochastic Environmental Research and Risk Assessment202539(3): 1109-1141Investigating the efficacy of physics-based metaheuristic algorithms in combination with explainable ensemble machine-learning models for landslide susceptibility mappingSeyed Vahid Razavi-Termeh, Abolghasem Sadeghi‐Niaraki, Rizwan Ali Naqvi, Soo-Mi Choi被引 13高影响力 前 10%环境管理、监测、政策与法规复合灾害与灾害链
EM-WoSEuropean Journal of Operational Research2026335(2): 584-596Counterfactual explanations with the k-Nearest Neighborhood classifier and uncertain dataEmilio Carrizosa, Renato De Leone, Marica Magagnini被引 0阅读 1开放获取人工智能金融风险与机器学习
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EM-T1Reliability Engineering & System Safety2022226: 108720-108720Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision supportMostafa Amini, Ali Bagheri, Dursun Delen被引 58高影响力 前 10%安全、风险、可靠性与质量
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EM-T1Reliability Engineering & System Safety2027277: 113385A knowledge-guided feature fusion optimization method for performance degradation assessment of composite structuresTongtong Yan, Morteza Moradi, T.Y. Yang被引 0阅读 2土木与结构工程
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A+Manufacturing & Service Operations ManagementUTD24FT502026Inpatient Overflow Management with Proximal Policy OptimizationJingjing Sun, Jim Dai, Pengyi Shi被引 0阅读 1开放获取紧急医疗服务
EM-T1Natural Hazards2024120(6): 5099-5128Novel optimized deep learning algorithms and explainable artificial intelligence for storm surge susceptibility modeling and management in a flood-prone islandMohammed J. Alshayeb, Hoàng Thị Hằng, Ahmed Ali A. Shohan, Ahmed Ali Bindajam被引 29高影响力 前 10%基金全球变化洪涝风险与减灾金融风险与机器学习
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