EM-T1Geomatics, Natural Hazards and Risk202516(1)Development of hybrid machine learning and deep learning techniques for sea level rise projection in DubaiSiva Durga Adduri, Tarig Ali, Eman Ahmed AlFalasi, Serter Atabay 等 6 人被引 0阅读 1基金开放获取地表过程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2021217: 107961-107961Fusing physics-based and deep learning models for prognosticsManuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink被引 33阅读 1高影响力 前 10%基金开放获取控制与系统工程金融风险与机器学习
EM-WoSTransportation Research Part E: Logistics and Transportation Review2026216: 105170Deep reinforcement learning for optimizing mobile depots allocation and hybrid order dispatch in last-mile delivery under multi-participants behavioral uncertaintyShixuan Hou, Chengming Hu, Annabathuni Sandeep Chowdary, Bissan Ghaddar 等 6 人被引 0开放获取建筑与施工
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EM-T1Stochastic Environmental Research and Risk Assessment202236(10): 3011-3039Optimization algorithms as training approach with hybrid deep learning methods to develop an ultraviolet index forecasting modelA. A. Masrur Ahmed, Mohammad Hafez Ahmed, Sanjoy Kanti Saha, Oli Ahmed 等 5 人被引 24基金开放获取人工智能金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202134(1): 541-556Detecting Product Adoption Intentions via Multiview Deep LearningZhu Zhang, Xuan Wei, Xiaolong Zheng, Qiudan Li 等 5 人被引 25人工智能金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202517(1)A hybrid deep learning approach for highway landslide susceptibility assessment based on InSAR dataJiao Wu, Yang Liu, Di Wang, Heng Li 等 7 人被引 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金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202539(5): 2203-2229Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islandsRavinesh Chand Deo, Ravinesh Chand Deo, Sujan Ghimire, Thong Nguyen‐Huy 等 5 人被引 14高影响力 前 10%基金开放获取环境工程应急物资配置与人道物流洪涝风险与减灾疏散行为与风险认知金融风险与机器学习
EM-T1Reliability Engineering & System Safety2024251: 110352-110352Health index estimation through integration of general knowledge with unsupervised learningKristupas Bajarunas, Márcia Lourenço Baptista, Kai Goebel, Manuel Arias Chao被引 42阅读 3高影响力 前 10%开放获取控制与系统工程金融风险与机器学习
EM-T1International Journal of Disaster Risk Reduction2025128: 105743-105743Deep learning-enhanced flood damage prediction: A DFNN-based hybrid approach with simplified inputsJi-Yoon Mok, Hyeon‐Tae Moon, Gil‐Ho Kim, Kyung-Tak Kim 等 5 人被引 4阅读 1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
A+Production and Operations ManagementUTD24FT50202534(11): 3629-3646Newsvendor Problems With Product Unbundling: An Approach Combining Robust Optimization With Deep Reinforcement LearningXiaoli Yan, Frank Youhua Chen, Hui Yu, Jiawen Li被引 1阅读 1基金管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Reliability Engineering & System Safety2022229: 108818-108818Multiple health indicators fusion-based health prognostic for lithium-ion battery using transfer learning and hybrid deep learning methodYan Ma, Ce Shan, Jinwu Gao, Hong Chen被引 115高影响力 前 10%基金汽车工程金融风险与机器学习
EM-T1Natural Hazards and Earth System Sciences202626(9): 4407-4427Short-term drought forecasting in Iran using multi-source machine learning: an assessment of autoregressive, teleconnection-driven, and hybrid paradigmsJun Jian, Peyman Mahmoudi, Pouria Jafari, Alireza Ghaemi 等 6 人被引 0基金开放获取有全文全球变化疏散行为与风险认知金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202617(1)HSGANet: a deep learning network for post-earthquake damaged road extractionBaoli Yan, Xiwei Fan, Menghao Xi, Jing Wang 等 8 人被引 0基金开放获取海洋工程应急物资配置与人道物流复合灾害与灾害链路网损毁与基础设施韧性金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202314(1)An ensemble deep-learning framework for landslide susceptibility assessment using multiple blocks: a case study of Wenchuan area, ChinaYange Li, Jiaming Yang, Zheng Sheng Han, Jiaying Li 等 8 人被引 20高影响力 前 10%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-T1Stochastic Environmental Research and Risk Assessment202236(10): 3183-3220Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory networkRavinesh Chand Deo, Richard H. Grant, Ann R. Webb, Sujan Ghimire 等 9 人被引 30阅读 1基金开放获取人工智能金融风险与机器学习
EM-T2BMC Public Health2026A methodological exploration of monthly incidence rate of hepatitis B in China: a time series and machine learning analysisMinquan Guan, Zhouying Hu, Yichen Lin, Xuehui Meng 等 5 人被引 0开放获取流行病学金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202617(1)Machine learning integration for robust real-time drought monitoring and early warning systemsRizwan Niaz, Muhammad Ilyas, Luca Di Persio, Ali Danandeh Mehr 等 7 人被引 0基金开放获取全球变化疏散行为与风险认知金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026276: 112958-112958Physics-informed deep surrogate demand modeling for framed core-tube structures under seismic loadingsLili Xing, Paolo Gardoni, Yuanzhong Li被引 0基金开放获取土木与结构工程
EM-T1Natural Hazards2021111(2): 1355-1373Flood hazard mapping in western Iran: assessment of deep learning vis-à-vis machine learning modelsEslam Satarzadeh, Amirpouya Sarraf, Hooman Hajikandi, Mohammad Sadegh Sadeghian被引 32全球变化洪涝风险与减灾金融风险与机器学习
