A+INFORMS Journal on ComputingUTD24202134(2): 807-816JANOS: An Integrated Predictive and Prescriptive Modeling FrameworkDavid Bergman, Teng Huang, Philip Brooks, Andrea Lodi 等 5 人被引 6阅读 4开放获取管理信息系统金融风险与机器学习
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EM-T3Socio-economic Planning Sciences2026102623From Prediction to Decision: A Closed-Loop Decision-Aware Predictive-Prescriptive Framework for Anticipatory Humanitarian LogisticsLeonardo Sanches de Carvalho, Carlos César Ribeiro Santos被引 0阅读 5高影响力 前 10%开放获取组织行为与人力资源管理应急物资配置与人道物流
EM-T1Reliability Engineering & System Safety2021217: 108088-108088Maintenance scheduling of manufacturing systems based on optimal price of the networkPegah Rokhforoz, Olga Fink被引 14阅读 2基金开放获取安全、风险、可靠性与质量
EM-WoSExpert Systems with Applications2023231: 120640-120640Toward intelligent open-ended questions evaluation based on predictive optimizationFaisal Jamil, Ibrahim A. Hameed被引 28阅读 3高影响力 前 10%基金开放获取信息系统金融风险与机器学习
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2026240(3): 842-859From data to fault diagnosis: Using predictive maintenance image transformation and nature-inspired optimization techniques for fault classificationUgur Ileri, Yusuf Altun, Ali Narin被引 0阅读 2控制与系统工程
A+Information Systems ResearchUTD24FT502026Robust Predictive Modeling Under Unseen Data Distribution Shifts: A Methodological CommentaryHanyu Duan, Yi Yang, Ahmed Farhan Abbasi, Kar Yan Tam被引 0阅读 3基金开放获取人工智能不确定性优化（随机/鲁棒/DRO/CVaR）
EM-WoSComputers & Industrial Engineering2024194: 110342-110342Quantifying the suitability and feasibility of predictive maintenance approachesNúbia Nále Alves da Silveira, Annemieke Meghoe, Tiedo Tinga被引 15阅读 1高影响力 前 10%基金开放获取安全、风险、可靠性与质量
EM-T3European Journal of Emergency Medicine202330(4): 252-259The value of a machine learning algorithm to predict adverse short-term outcome during resuscitation of patients with in-hospital cardiac arrest: a retrospective studyMartin W. Dünser, David Hirschl, Birgit Weh, Jens M. Meier 等 5 人被引 6阅读 2急诊医学金融风险与机器学习
EM-T1Reliability Engineering & System Safety2024249: 110243-110243Dynamic fleet management: Integrating predictive and preventive maintenance with operation workload balance to minimise costAdolfo Crespo del Castillo, Ajith Kumar Parlikad被引 27阅读 2高影响力 前 10%开放获取安全、风险、可靠性与质量
A+Production and Operations ManagementUTD24FT50201928(7): 1858-1877Predictive and Prescriptive Analytics for Location Selection of Add‐on Retail ProductsTeng Huang, David Bergman, Ram D. Gopal被引 43阅读 5高影响力 前 10%开放获取组织行为与人力资源管理预测—优化与决策导向学习
EM-WoSComputers & Industrial Engineering2026219: 112217-112217Integrating machine learning-based edge classification into ant colony optimization for the travelling salesman problemPetr Stodola被引 1阅读 3高影响力 前 10%基金开放获取人工智能金融风险与机器学习
EM-T2Traffic Injury Prevention202526(sup1): S141-S147Optimizing abbreviated injury scale severity using neural networks to enhance the predictive performance of injury severity scoresHideo Tohira被引 0阅读 2急诊医学
EM-WoSTransportation Research Part E: Logistics and Transportation Review2027217: 105199Learning-based model predictive control for train timetabling and rolling stock circulation planning with flexible train composition on Y-type metro linesKun Ji, Yihui Wang, Andrea D’Ariano, Zhengwen Liao 等 5 人被引 0阅读 12基金开放获取工业与制造工程
EM-WoSExpert Systems with Applications2025301: 130318-130318Ensemble multi-objective hyperparameter optimization for the classification of imbalanced heart disease dataMaryam Moradpour, Zully Ritter, Anne-Christin Hauschild被引 1阅读 3基金开放获取人工智能金融风险与机器学习
EM-WoSEuropean Journal of Operational Research2024320(2): 271-289A survey of contextual optimization methods for decision-making under uncertaintyUtsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel 等 6 人被引 165阅读 2高影响力 前 1%基金开放获取管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）预测—优化与决策导向学习金融风险与机器学习
EM-WoSExpert Systems with Applications2026315: 131705-131705Oraculum: A model for self-adaptive system optimization in smart environmentsDarlan Noetzold, Valderi Reis Quietinho Leithardt, Juan F. De Paz, Jorge Luís Victória Barbosa被引 2阅读 2高影响力 前 10%基金开放获取人工智能
EM-WoSEuropean Journal of Operational Research2021298(2): 510-525An alert-assisted inspection policy for a production process with imperfect condition signalsAlp Akçay被引 10基金开放获取安全、风险、可靠性与质量
EM-WoSInformation Sciences2022605: 15-42SMGO- Δ : Balancing caution and reward in global optimization with black-box constraintsLorenzo Sabug, Fredy Ruíz, Lorenzo Fagiano被引 32高影响力 前 10%基金开放获取数值分析
EM-T2Journal of Risk2021Covariance estimation for risk-based portfolio optimization: an integrated approachAndrew Butler, Roy H. Kwon被引 3阅读 2管理科学与运筹学
