A+INFORMS Journal on ComputingUTD24201830(1): 154-167Gradient-Based Adaptive Stochastic Search for Simulation Optimization Over Continuous SpaceEnlu Zhou, Shalabh Bhatnagar被引 10阅读 2基金管理科学与运筹学
EM-T1Geomatics, Natural Hazards and Risk202415(1)Unsupervised machine learning with different sampling strategies and topographic factors for distinguishing between landslide source and runout areas to improve landslide inventory productionJhe-Syuan Lai, Junyi Huang, Hong-Mao Huang, Yung-Chung Chuang被引 0阅读 3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
A+INFORMS Journal on ComputingUTD24202335(4): 747-763An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance ProblemsHongke Zhao, Chuang Zhao, Xi Zhang, Nanlin Liu 等 7 人被引 41阅读 2高影响力 前 10%人工智能金融风险与机器学习
A+Operations ResearchUTD24FT50202068(6): 1826-1835Efficient Solution of Maximum-Entropy Sampling ProblemsKurt M. Anstreicher被引 19阅读 2计算理论与数学
A+INFORMS Journal on ComputingUTD24201629(1): 1-17Sampling the Functional Kolmogorov Forward Equations for Nonstationary Queueing NetworksJamol J. Pender被引 15阅读 1高影响力 前 10%管理信息系统
A+INFORMS Journal on ComputingUTD24202336(1): 97-120D-Optimal Data Fusion: Exact and Approximation AlgorithmsYongchun Li, Marcia Fampa, Jon Lee, Feng Qiu 等 6 人被引 8阅读 3基金开放获取计算理论与数学
A+Management ScienceUTD24FT50202067(3): 1329-1349Mostly Exploration-Free Algorithms for Contextual BanditsHamsa Bastani, Mohsen Bayati, Khashayar Khosravi被引 149阅读 5高影响力 前 1%基金开放获取管理科学与运筹学
A+Operations ResearchUTD24FT50202372(2): 493-513Best Principal Submatrix Selection for the Maximum Entropy Sampling Problem: Scalable Algorithms and Performance GuaranteesYongchun Li, Weijun Xie被引 15阅读 2基金开放获取计算理论与数学
A+INFORMS Journal on ComputingUTD24202537(6): 1587-1604Influence Minimization via Blocking StrategiesJiadong Xie, Fan Zhang, Kai Wang, Jialu Liu 等 6 人被引 4阅读 1基金开放获取统计与非线性物理
EM-T1Risk Analysis201738(1): 177-193Bias‐Corrected Estimation in Continuous Sampling PlansGeoffrey Decrouez, Andrew P. Robinson被引 2阅读 1基金统计、概率与不确定性
A+Operations ResearchUTD24FT50201664(2): 542-559Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior BeliefsJing Xie, Peter I. Frazier, Stephen E. Chick被引 50阅读 4高影响力 前 10%管理科学与运筹学
A+Journal of Operations ManagementUTD24FT50202369(8): 1371-1376Rethinking Six Sigma: Learning from practice in a digital ageSuzanne de Treville, Tyson R. Browning, Matthias Holweg, Rachna Shah被引 1阅读 3开放获取统计、概率与不确定性金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202538(3): 878-904SSS Algorithms for Max-CutClaudio Gentile, Giovanni Rinaldi, Esteban Salgado被引 0阅读 2计算理论与数学
A+INFORMS Journal on ComputingUTD24201527(2): 358-377Importance Sampling in Stochastic Programming: A Markov Chain Monte Carlo ApproachPanos Parpas, Berk Ustun, Mort Webster, Quang Kha Tran被引 48阅读 2高影响力 前 10%基金统计与概率不确定性优化(随机/鲁棒/DRO/CVaR)
A+Management ScienceUTD24FT50202471(4): 2778-2801The Secretary Problem with Independent SamplingJosé Correa, Andrés Cristi, Laurent Feuilloley, Tim Oosterwijk 等 5 人被引 5阅读 1基金开放获取计算机网络与通信
A+Management ScienceUTD24FT50202471(3): 1988-2010Thompson Sampling with Information Relaxation PenaltiesSeungki Min, Costis Maglaras, Ciamac C. Moallemi被引 3阅读 1开放获取管理科学与运筹学
A+Operations ResearchUTD24FT50202372(6): 2612-2630Adaptive Importance Sampling for Efficient Stochastic Root Finding and Quantile EstimationShengyi He, Guangxin Jiang, Henry Lam, Michael C. Fu被引 16阅读 6高影响力 前 10%基金开放获取统计与概率
EM-T1Reliability Engineering & System Safety2021218: 108123-108123Multi-objective design of aircraft maintenance using Gaussian process learning and adaptive samplingJuseong Lee, Mihaela Mitici被引 49阅读 3高影响力 前 10%基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2022232: 109083-109083Heuristic algorithms for reliability estimation based on breadth-first search of a grid treeXuyong Chen, Zhifeng Xu, Yushun Wu, Qiaoyun Wu被引 13阅读 3开放获取统计、概率与不确定性
EM-T1Stochastic Environmental Research and Risk Assessment202438(8): 3273-3290The effectiveness of data pre-processing methods on the performance of machine learning techniques using RF, SVR, Cubist and SGB: a study on undrained shear strength predictionSelçuk Demir, Emrehan Kutluğ Şahin被引 34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