EM-WoSEuropean Journal of Operational Research2024318(2): 670-685Cross validation based transfer learning for cross-sectional non-linear shrinkage: A data-driven approach in portfolio optimizationTorsten Mörstedt, Bernhard Lutz, Dirk Neumann被引 9阅读 2高影响力 前 10%开放获取管理科学与运筹学
EM-T1Natural Hazards and Earth System Sciences201515(8): 1721-1739Towards predictive data-driven simulations of wildfire spread – Part II: Ensemble Kalman Filter for the state estimation of a front-tracking simulator of wildfire spreadMélanie C. Rochoux, Charlotte Emery, Sophie Ricci, Bénédicte Cuenot 等 5 人被引 70阅读 6高影响力 前 10%基金开放获取全球变化
EM-T3Pharmacoepidemiology and Drug Safety201525(1): 2-10Guidelines for good pharmacoepidemiology practice (GPP)Public Policy Committee, International Society of Pharmacoepidemiology被引 287阅读 10高影响力 前 10%开放获取毒理学
A+Management ScienceUTD24FT502024Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature InformationJingkai Huang, Kevin Shang, Yi Yang, Weihua Zhou 等 5 人被引 6阅读 6开放获取管理信息系统
A+Operations ResearchUTD24FT50202371(6): 2146-2157Technical Note—Data-Driven Profit Estimation Error in the Newsvendor ModelAndrew F. Siegel, Michael R. Wagner被引 10阅读 5高影响力 前 10%管理信息系统
A+Operations ResearchUTD24FT50202169(4): 1228-1239Technical Note—Dynamic Data-Driven Estimation of Nonparametric Choice ModelsNam Ho-Nguyen, Fatma Kılınç-Karzan被引 4阅读 3统计与概率
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2019234(1): 41-51State estimation for the electro-hydraulic actuator based on particle filter with an improved resampling techniqueRunxia Guo, Zhile Wei, Ye Wei被引 3阅读 2基金人工智能
A+Operations ResearchUTD24FT502026Small-Area Estimation of Case Growths for Timely COVID-19 Outbreak DetectionZhaowei She, Zilong Wang, Turgay Ayer, Jagpreet Chhatwal被引 1阅读 7开放获取流行病学疏散行为与风险认知金融风险与机器学习
EM-T1Risk Analysis202343(12): 2644-2658Data‐driven predictive modeling in risk assessment: Challenges and directions for proper uncertainty representationKaia Stødle, Roger Flage, Seth David Guikema, Terje Aven被引 29阅读 6高影响力 前 10%开放获取统计、概率与不确定性
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2021235(4): 591-609A comparative study of data-driven and physics-based gas turbine fault recognition approachesJuan Luis Pérez-Ruiz, Igor Loboda, Iván González Castillo, Víctor Manuel Pineda-Molina 等 6 人被引 12阅读 1基金控制与系统工程
A+Operations ResearchUTD24FT50202473(1): 1-21Error Propagation in Asymptotic Analysis of the Data-Driven ( s , S ) Inventory PolicyX. M. Zhang, Zhi‐Sheng Ye, William B. Haskell被引 9阅读 8高影响力 前 10%管理信息系统
EM-WoSExpert Systems with Applications2027332: 133732Knowledge–data co-driven hierarchical traction control of distributed-drive electric vehicles without explicit online road-friction estimationWenbin Yu, Bin Huang, Zeyang Zhang, Zhuang Wu 等 6 人被引 1阅读 6开放获取汽车工程
A+Operations ResearchUTD24FT50202372(2): 459-480Robust Queue Inference from Waiting TimesChaithanya Bandi, Eojin Han, Alexej Proskynitopoulos被引 4阅读 4管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
EM-WoSTransportation Research Part E: Logistics and Transportation Review2025197: 103977-103977Data-driven robust strategic sourcing considering supply-side competition: Insights into blockchain adoption for coordinationSamuel Yousefı, Mohammad Reza Khodoomi, Babak Mohamadpour Tosarkani被引 11阅读 2高影响力 前 10%基金开放获取管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
A+Manufacturing & Service Operations ManagementUTD24FT50202226(1): 11-27Robust and Heterogenous Odds Ratio: Estimating Price Sensitivity for Unbought ItemsJean Pauphilet被引 0阅读 3基金开放获取统计与概率
A+INFORMS Journal on ComputingUTD24202235(1): 158-177Machine Learning Methods for Data-Driven Demand Estimation and Assortment Planning Considering Cross-Selling and SubstitutionsZhen-Yu Chen, Zhi‐Ping Fan, Minghe Sun被引 22阅读 3高影响力 前 10%管理信息系统预测—优化与决策导向学习金融风险与机器学习
EM-WoSOmega2025133: 103273-103273Using an iterative procedure of maximum likelihood estimations to solve the newsvendor problem with censored demandJohan Bjerre Bach Clausen, Christian Larsen被引 1阅读 2开放获取管理信息系统
A+Production and Operations ManagementUTD24FT502026Two-stage newsvendor network problem: A data-driven distributionally robust optimization approachDaoheng Zhang, Hasan Hüseyin Turan, Ruhul Sarker, Daryl Essam 等 6 人被引 0阅读 8管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Reliability Engineering & System Safety2018184: 228-239Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filteringMárcia Lourenço Baptista, Elsa M. P. Henriques, Ivo Paixão de Medeiros, Joao P. Malere 等 6 人被引 119阅读 5高影响力 前 1%开放获取安全、风险、可靠性与质量
A+Manufacturing & Service Operations ManagementUTD24FT502026Data-Driven Stochastic Vehicle Routing Problems with Deadlines Under Decision-Dependent Travel TimeShanshan Wang, Erick Delage, Leandro Callegari Coelho被引 0阅读 7工业与制造工程金融风险与机器学习
