A+Operations ResearchUTD24FT50202170(4): 2563-2578Fast Global Convergence of Natural Policy Gradient Methods with Entropy RegularizationShicong Cen, Cheng Chen, Yuxin Chen, Yuting Wei 等 5 人被引 56阅读 2高影响力 前 10%人工智能
A+INFORMS Journal on ComputingUTD242026Solution Path of Time-Varying Markov Random Fields with Discrete RegularizationSalar Fattahi, Andrés Gómez被引 0阅读 1基金开放获取统计与概率
A+Manufacturing & Service Operations ManagementUTD24FT50202628(3): 841-859On Data-Driven Prescriptive Analytics with Side Information: A Regularized Nadaraya–Watson ApproachYijie Wang, Prateek R. Srivastava, Grani A. Hanasusanto, Chin Pang Ho被引 4阅读 1高影响力 前 1%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
A+Operations ResearchUTD24FT50201866(3): 870-892Inverse Optimization with Noisy DataAnil J. Aswani, Zuo‐Jun Max Shen, Auyon Siddiq被引 155阅读 6高影响力 前 10%基金开放获取计算理论与数学
A+Management ScienceUTD24FT50202067(1): 220-241Small-Data, Large-Scale Linear Optimization with Uncertain ObjectivesVishal Gupta, Paat Rusmevichientong被引 35阅读 5高影响力 前 10%管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）
A+Management ScienceUTD24FT50202067(6): 3803-3833Demand Modeling in the Presence of Unobserved Lost SalesShivaram Subramanian, Pavithra Harsha被引 23阅读 3高影响力 前 10%市场营销
A+Manufacturing & Service Operations ManagementUTD24FT50202025(2): 371-390Data-Driven Optimization for Commodity Procurement Under Price UncertaintyChristian Mandl, Stefan Minner被引 57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-T1Reliability Engineering & System Safety2023235: 109218-109218Operational reliability evaluation and analysis framework of civil aircraft complex system based on intelligent extremum machine learning modelJiaqi Liu, Yunwen Feng, Da Teng, Junyu Chen 等 5 人被引 39阅读 2高影响力 前 10%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023236: 109300-109300Improving fault tolerance in diagnosing power system failures with optimal hierarchical extreme learning machineZixia Yuan, Guojiang Xiong, Xiaofan Fu, Ali Wagdy Mohamed被引 17阅读 3基金控制与系统工程
EM-T1Reliability Engineering & System Safety2023242: 109793-109793Optimizing prior distribution parameters for probabilistic prediction of remaining useful life using deep learningYou Keshun, Qiu Guangqi, Yingkui Gu被引 105阅读 2高影响力 前 1%基金控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2025264: 111324-111324Combined dimensionality reduction based adaptive polynomial chaos expansion for high-dimensional reliability analysisDonghui Hao, Jian Zhang, Xinxin Yue, Lei Chen被引 13阅读 2高影响力 前 10%基金统计、概率与不确定性
EM-T1Reliability Engineering & System Safety2025257: 110806-110806Efficient, scalable emulation of stochastic simulators: A mixture density network based surrogate modeling frameworkHan Peng, Jize Zhang被引 26阅读 2高影响力 前 10%基金人工智能
